Table of Contents

• Frontmatter [doi]
• psy detectives at SemEval-2026 Task 10: PsyCoMark - Psycholinguistic Conspiracy Marker Extraction and DetectionRoxana Carabas, Anamaria Nacu, Lucian Isac, Daniela Gifu. 1-7 [doi]
• wangkongqiang at SemEval-2026 Task 10: PsyCoMark- Psycholinguistic Conspiracy Marker Extraction and DetectionKongqiang Wang, Qingli Tan. 8-14 [doi]
• NTNU-SMIL at SemEval-2026 Task 3: Logistic-Loss Regression with Same-Language Transfer for Valence-Arousal Stance Prediction in Dimensional Stance Analysis (DimStance)Siang-Ting Lin, Tien-Hong Lo, Yun-Ting Sun, Jhih-Rong Guo, Tung-Yen Hao, Fong-Chun Tsai, Berlin Chen. 15-21 [doi]
• MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker ExtractionPramod Kumar Ajmeera, Akshara Sri Lakshmipathy. 22-29 [doi]
• FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question EvasionsMatija Akrap, Andrija Bilic, Roko Simpraga, Fran Racic, Luka Cuturilo. 30-36 [doi]
• nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language ModelsNils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff 0001. 37-47 [doi]
• Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic EmbeddingsFaisal Adam, Lukman Aliyu, Sani Aji. 48-53 [doi]
• Team HausaNLP at SemEval-2026 Task 9: Tackling Class Imbalance in Low-Resource Hausa Polarization DetectionFaisal Adam, Sani Aji, Lukman Aliyu, Abdulhamid Abubakar. 54-58 [doi]
• LAFED at SemEval-2026 Task 13: Language-Agnostic Feature Engineering for Cross-Lingual AI-Generated Code DetectionJuan Villate Lemus. 59-64 [doi]
• ModusPonens at SemEval-2026 Task 11: Breaking the Plausibility Trap in LLMs via Conflict-Aware EnsemblingSoumyajit Roy, Manav Malhotra. 65-71 [doi]
• QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment AnalysisA. J. W. de Vink, Filippos Karolos Ventirozos, Natalia Amat-Lefort, Lifeng Han. 72-79 [doi]
• wangkongqiang at SemEval-2026 Task 1: MWAHAHA- Competition on Humor GenerationKongqiang Wang, Peng Zhang, Qingli Tan. 80-88 [doi]
• JCT at SemEval-2026 Task 1: Let the Best Joke Win - A Generate - and-Rank Approach to Constrained HumorBatya Schechter, Sarah Barzel, Chaya Liebeskind. 89-94 [doi]
• zhangpeng at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationPeng Zhang, Gehao Lu. 95-100 [doi]
• lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor GenerationAlexey Tikhonov, Alexey Ivanov. 101-107 [doi]
• kevinyu66 at SemEval-2026 Task 3: A Retrieval-Augmented LLM System for Aspect-Opinion Triplet ExtractionKuanlin Yu, Wen-Ni Liu. 108-114 [doi]
• Lakksh at SemEval-2026 Task 11(1 2): Neuro-Symbolic Decomposition to Mitigate Content Bias in Syllogistic ReasoningLakksh Sharma, Krish Sharma, Jatin Bedi. 115-120 [doi]
• CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large modelFumika Beppu, Hiroki Takushima, Aiswariya Manoj Kumar, Daichi Yamaga, Yuki Shibata, Takayuki Hori. 121-126 [doi]
• UIT-Polar at SemEval-2026 Task 9 Detecting Multilingual, Multicultural and Multievent Online PolarizationHoan Tran. 127-132 [doi]
• wangkongqiang at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationKongqiang Wang, Qingli Tan. 133-139 [doi]
• "AGI" Team at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological EssaysHarsh Rathva. 140-145 [doi]
• Narrative Team at SemEval-2026 Task 4: Two-Stage Contrastive Learning for Narrative Similarity AssessmentTatiana Khaidukova, Ana Ciobanu, Daniela Gifu, Diana Trandabat. 146-152 [doi]
• CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA SpaceShih-Hung Wu, Xian-Yan Chen, Yi-Min Jian. 153-159 [doi]
• CSIRO-LT at SemEval-2026 Task 2: In-the-Wild Valence and Arousal Forecasting on Ecological Text Time SeriesJiyu Chen, Necva Bölücü, Sarvnaz Karimi, Diego Mollá, Cécile Paris. 160-166 [doi]
• CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological EssaysSon Phuong, My Ngo, Tri Minh Dao, Duc-Vu Nguyen. 167-175 [doi]
• Hidetsune at SemEval-2026 Task 10: A Systematic Exploration of Training and Inference Strategies for Detecting Conspiracy BeliefsHidetsune Takahashi. 176-181 [doi]
• OZemi at SemEval-2026 Task 9: A Cross-Lingual Approach to Online Text Polarization Classification Using Multilingual Models and Adaptive Loss FormulationHidetsune Takahashi, Eleale Nusi Tee, Aika Yu, Ruri Furukawa, Sooeun Kim, Shuta Niinomi, Dingyu Zhang, Emily Öhman. 182-192 [doi]
• Hidetsune at SemEval-2026 Task 11: Adapting Pretrained Reasoning Models with Deep Supervision and Inference Refinement for Content-Independent Validity ClassificationHidetsune Takahashi. 193-199 [doi]
• cclin at SemEval-2026 Task 2 : SLM-Enhanced Lightweight Multi-BERT Ensemble for Longitudinal Affect AssessmentJing-Jun Lin. 200-205 [doi]
• YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event ReasoningYuwei Sun, Jin Wang, Xuejie Zhang. 206-212 [doi]
• Emo-tica at SemEval-2026 Task 2: Trait-State Affect Forecaster for Longitudinal Valence and ArousalSadia Noor, Mehwish Fatima. 213-220 [doi]
• Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAGSifei Meng, Dmitry Ilvovsky. 221-227 [doi]
• MarSan at SemEval-2026 Task 4: Narrative Similarity via Sentence-BERT Metric Learning with Triple-Derived LossesMaryam Najafi, Ehsan Tavan, Simon Colreavy. 228-234 [doi]
• HU at SemEval-2026 Task 6: A Hybrid Discriminative Modeling of Political Clarity and EvasionTaha Munawar, Basil Khan, Arsal Jangda, Sarfaraz Baig, Sandesh Kumar, Abdul-Samad. 235-241 [doi]
• Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment AnalysisFaisal Adam, Lukman Aliyu, Sani Aji, Abdulhamid Abubakar, Aliyu Rabiu Shuaibu. 242-246 [doi]
• wangkongqiang at SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and CulturesKongqiang Wang, Peng Zhang, Qingli Tan. 247-255 [doi]
• VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion PredictionHuy M. Le, Truong Phu, Trung Tran, Nga Nguyen, Monojit Choudhury. 256-262 [doi]
• TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code DetectionShiquan Wang, Fang Yu, Shuangyong Song, Yongxiang Li, Xuelong Li 0001. 263-269 [doi]
• CodeHunters at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application ScenariosDaniel-Antoniu Dumitru, Simina Lazar, Nicoleta Danila, Daniela Gîfu, Diana Trandabat. 270-276 [doi]
• YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual TasksRongchuan Luo, Jin Wang, Xuejie Zhang. 277-283 [doi]
• PuerAI at SemEval-2026 Task 5: Homograph Appropriateness Assessment via DeBERTa Contrastive Regression and Contextual GroupingJiaxu Dao, Zhuoying Li, Hangchao Ma, Jinli Tong, Xiaoli Lan, Yifan Lu, Zhanji Yang. 284-289 [doi]
• SRCB at SemEval-2026 Task 3: Boosting DimASR via Contrastive LLM-Based Data AugmentationHongYu Li. 290-294 [doi]
• YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal PredictionXin Lan, Jin Wang, Xuejie Zhang. 295-301 [doi]
• PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer PoolingAditya Bhalgat, Omkar Jagtap, Anupama Phakatkar. 302-307 [doi]
• YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity ClassificationCanning Wen, Jin Wang, Xuejie Zhang. 308-313 [doi]
• mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization DetectionDominik Macko, Alok Debnath, Jakub Simko. 314-321 [doi]
• mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated CodeAdam Skurla, Dominik Macko, Jakub Simko. 322-327 [doi]
• DUTIR at SemEval-2026 Task 8: A Hybrid Retrieval and Faithfulness-Guarded Framework for Multi-Turn RAGJin Yang, Yichong Chen, Liang Yang. 328-332 [doi]
• NLP-FSDM at SemEval-2026 Task 2: Temporal Smoothing and CCC-MAE Optimization for Balanced Longitudinal Affect AssessmentAbdessamad Benlahbib, Zouhir Essalmani, Achraf Boumhidi, Anass Fahfouh, Hamza Alami. 333-337 [doi]
• Team Macaroni at SemEval-2026 Task 10: PsyCoMark: Psycholinguistic Conspiracy Marker Extraction and DetectionRofaida Rabehi, Nicolai Plenk, Miriam Han. 338-342 [doi]
• Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based ModelsAdrian Dahl, Bado Völckers, Adam Mierzwa. 343-353 [doi]
• Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code DetectionRuslan Berdichevsky, Shai Nahum-Gefen, Elad Ben Zaken. 354-360 [doi]
• PUEB-DimASR at SemEval-2026 Task 3: Escaping the Mean Regression Trap with Graph-Enhanced Transformers for Dimensional Aspect-Based Sentiment RegressionOskar Riewe-Perla, Agata Filipowska. 361-366 [doi]
• YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic ReasoningJunhao Fu, Yun He, Lina Zhao, Weijuan Li. 367-372 [doi]
• Draken at SemEval-2026 Task 2: Frozen BERT Embeddings with Ridge Regression for Predicting Emotional Valence and ArousalRajalakshmi Sivanaiah, Angel Deborah S, Krishna Varun R, Krishnaraj N. 373-378 [doi]
• NLPGroup8 at SemEval-2026 Task 2: Diverse Ensembles and Hierarchical Transformers for Emotional State PredictionTroy Arthur, Aidan Kelley, Sierra Reschke. 379-386 [doi]
• The Counterfactuals at SemEval-2026 Task 9: Can Counterfactually-Inspired Preprocessing help Detect Polarization?Teagan Johnson. 387-401 [doi]
• CCNU at SemEval-2026 Task 10: Conspiracy Marker Extraction and Detection via Multi-task Learning and LLM-based Data AugmentationZijun Wang, Guanyi Chen. 402-408 [doi]
• HCMUS RepeatedGames at SemEval-2026 Task 12: CausalRAG: Synergizing Causal Graph Retrieval and Extended LoRA for Abductive ReasoningDuy-Minh Dao-Sy, Tran Chi Nguyen, Trung Kiet Huynh, Phu-Quy Nguyen-Lam, Phu-Hoa Pham. 409-417 [doi]
• UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code DetectionCuong Pham, Minh Nguyen, Minh Le, An Nguyen, Chinh Nguyen. 418-425 [doi]
• NUST CodeIntel at SemEval-2026 Task 13: Cross-Domain Detection of Machine-Generated Code via Stylometric Features and Transformer ModelsAzher Ali, Mehwish Fatima. 426-433 [doi]
• CuriosAI at SemEval-2026 Task 4: A Comprehensive Study of Zero-Shot versus Fine-Tuned Approaches for Narrative SimilarityYuki Shibata, Hiroki Takushima, Fumika Beppu, Aiswariya Manoj Kumar, Daichi Yamaga, Takayuki Hori. 434-439 [doi]
• YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding RoutingFeiyang Song, Jin Wang, Xuejie Zhang. 440-445 [doi]
• mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy DetectionDominik Macko. 446-450 [doi]
• RvH-40 at SemEval-2026 Task 11: Disentangling Reasoning from Belief through Symbolic AbstractionNiek Biesterbos, Mark Den Ouden, Janiek De Rijke. 451-456 [doi]
• Ajman University at SemEval-2026 Task 2: Overcoming Scale Collapse in Temporal Emotion Modeling via Residual LearningHaseebullah Jumakhan, Soud Assad, Seyed Abdullah, Mahmoud Al-Ayyoub. 457-462 [doi]
• Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy OptimizationKonrad Brüggemann, Luting Hou. 463-474 [doi]
• UMUTeam at SemEval-2026 Task 6: Soft-Voting Transformer Ensembles for Detecting and Classifying Response Ambiguity in Political DiscourseTomás Bernal-Beltrán, Ronghao Pan, Jorge Gómez-Navalon, José Antonio García-Díaz, Rafael Valencia-García. 475-482 [doi]
• UMUTeam at SemEval-2026 Task 10: Transformer Ensembles for Conspiratorial Span Extraction and DetectionJorge Gómez-Navalon, Ronghao Pan, Tomás Bernal-Beltrán, José Antonio García-Díaz, Rafael Valencia-García. 483-489 [doi]
• CUETLuminaries at SemEval-2026 Task 11 Disentangling Logical Validity from Semantic Plausibility through Canonical AbstractionAdnan Faisal, Shiti Chowdhury. 490-496 [doi]
• CuriosAI at SemEval-2026 Task 10: Hybrid approaches to conspiracy span extraction and conspiracy detectionHiroki Takushima, Fumika Beppu, Aiswariya Manoj Kumar, Yuki Shibata, Takayuki Hori, Daichi Yamaga. 497-502 [doi]
• AlphaLyrae at SemEval-2026 Task 9: Metric Learning and Asymmetric Loss for Chinese Polarization AnalysisMinh-Hoang Le, Khoan Phung. 503-508 [doi]
• dutirshlee at SemEval-2026 Task 11: Symbolic Augmentation for Content-Bias-Resistant Syllogistic ReasoningSonghuan Li, Liang Yang 0003, Shengdi Yin, Qiang Zhang, Hongfei Lin. 509-513 [doi]
• SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3Musab Khan. 514-521 [doi]
• Khaleesiyali at SemEval-2026 Task 2: Lexicon-Augmented RoBERTa for Valence-Arousal Regression on Ecological EssaysEleale Tee. 522-527 [doi]
• UKPPsycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from TextDarya Hryhoryeva, Amaia Zurinaga, Hamidreza Jamalabadi, Iryna Gurevych. 528-539 [doi]
• EcoAffectTrack at SemEval-2026 Task 2: A Hierarchical DeBERTa-Transformer Framework with CCC Optimization for Longitudinal Affect ModelingDiya Satish Kumar, Om Joshi. 540-545 [doi]
• Momentum at SemEval-2026 Task 2: LongVA-RoBERTa, a transformer-Based Longitudinal Valence and Arousal ModelingSupriya Nadiger, Sunil Saumya, Rahul Pujari, Veeresh Hiremath, Kiran Chikaraddi, Anoop Kadkol. 546-552 [doi]
• LexMachina at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological EssaysSomdev Ganguli, Vibhan Dutta, Romit Datta, Amit Barman, Sudip Kumar Naskar. 553-560 [doi]
• lakshadvani at SemEval-2026 Task 11: A Neuro-Symbolic Approach to Content-Independent Syllogistic ReasoningLaksh Advani. 561-566 [doi]
• CUETLuminaries0227 at SemEval-2026 Task 13: Invariance-Oriented Representation Learning for Robust AI-Generated Code DetectionShiti Chowdhury, Adnan Faisal. 567-572 [doi]
• DualAxis AI at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment AnalysisYahya Missaoui, Solomon Kebede, Mounika Marreddy, Alexander Mehler. 573-578 [doi]
• DUTH at SemEval-2026 Task 1: Prompt-Based Zero-Shot Large Language Models for Constrained Multilingual Humor GenerationGeorgios Arampatzis, Avi Arampatzis. 579-584 [doi]
• Ambirig at SemEval-2026 Task 5: Distributional Ordinal Modelling for Ambiguous Word Senses in Narrative ContextsSoumyajit Roy. 585-591 [doi]
• DUTH at SemEval-2026 Task 3: Multilingual Transformer Models for Dimensional Stance Prediction Across TracksGeorgios Arampatzis, Avi Arampatzis. 592-598 [doi]
• DUTH at SemEval-2026 Task 9: Joint Multilingual Fine-Tuning for Online Polarization DetectionGeorgios Arampatzis, Avi Arampatzis. 599-604 [doi]
• UAlberta at SemEval-2026 Task 2: Temporal Fusion Models for Predicting Affect Over TimeDuc Ho, Khanh Bui, Daniela Teodorescu, Grzegorz Kondrak. 605-611 [doi]
• NLP-FSDM at SemEval-2026 Task 4: Narrative Similarity via Multiple Negatives Ranking and Instruction-Based EmbeddingsAbdessamad Benlahbib, Zouhir Essalmani, Achraf Boumhidi, Anass Fahfouh, Hamza Alami. 612-616 [doi]
• AI4PC-Howard University at SemEval-2026 Task 2: Fine-Tuning DistilBERT, DeBERTa and ModernBERT for Valence-Arousal Prediction and Change EstimationAraj Shah, Utsav Shah, Saurav K. Aryal. 617-623 [doi]
• Simorgh at SemEval-2026 task 7: Region-Aware Hybrid Retrieval for Low-Resource Cultural Reasoning in Multilingual Question AnsweringHadi Bayrami Asl Tekanlou, Mahdi Bakhtiyarzadeh, Jafar Razmara. 624-629 [doi]
• lamanhnguyen at SemEval-2026 Task 2: Uncovering Lexical Bias and Momentum Lag in Longitudinal Emotion Prediction using Multi-task DeBERTaLam Anh Nguyen. 630-634 [doi]
• VerbaNex AI at SemEval-2026 Task 2: DeBERTa for Longitudinal Valence and Arousal PredictionMelissa Moreno, Juan Carlos Martínez Santos, Edwin Puertas. 635-640 [doi]
• PALI at SemEval-2026 Task 3: LoRA Fine-Tuning with Validation for DimABSACheng Chen. 641-649 [doi]
• Duluth at SemEval-2026 Task 6: DeBERTa with LLM-Augmented Data for Unmasking Political Question EvasionsTed Pedersen. 650-657 [doi]
• HCMUSDroneBoys at SemEval-2026 Task 11: Asymmetric Counterfactual Debiasing and Rank-Sensitive Logical Invariance Adaptation for Syllogistic ReasoningNguyen Tran, Duy-Minh Dao-Sy, Trung Kiet Huynh, Phu-Hoa Pham, Phu-Quy Nguyen-Lam. 658-663 [doi]
• YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor GenerationXulong Zhang 0010, Jin Wang, Xuejie Zhang. 664-670 [doi]
• Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic ReasoningKamyar Moradian Zehab, Mohammad Sadegh Poulaei, Nasser Mozayani. 671-685 [doi]
• McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over TimeHongyi Zhang, Daniel Hu, Allison Lahnala. 686-698 [doi]
• YNU-HPCC at SemEval-2026 Task 9: Hybrid Augmentation and Regularization Strategies for Multilingual Polarization Type ClassificationDi Bao, Jin Wang, Xuejie Zhang. 699-705 [doi]
• Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event ReasoningDhruv Goyal, Ishita Gupta, Jatin Bedi. 706-712 [doi]
• Paradise at SemEval-2026 Task 5: On the Limitations of Surface-Level Features for Graded Word Sense Plausibility PredictionDhruv Goyal, Ishita Gupta, Jatin Bedi. 713-719 [doi]
• ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect PredictionAndrea Lolli, Chiara Lunazzi, Riccardo Coppola, Flavio Giobergia. 720-726 [doi]
• TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media DiscourseSamuel Richter, Mounika Marreddy, Alexander Mehler. 727-734 [doi]
• Humor Generation - Text-based Humor Generation (English)Hemeshkumar Parthiban, Priyadharsini R. 735-740 [doi]
• YNU-HPCC at SemEval-2026 Task 10: Pretrained DistilBERT Models for Conspiracy Marker Extraction and DetectionJunpei Chen, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang. 741-747 [doi]
• UWB at SemEval-2026 Task 5: Synsets and their contextsStephen Taylor. 748-754 [doi]
• zhangpeng at SemEval-2026 Task 10: PsyCoMark - Psycholinguistic Conspiracy Marker Extraction and DetectionPeng Zhang, Gehao Lu. 755-760 [doi]
• AIvengers at SemEval-2026 Task 9: Utilizing Language Specific Encoders for Multilingual Text ClassificationBoon Elschenbroich, Lars Britz. 761-776 [doi]
• SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense DisambiguationDeshan Sumanathilaka, Nicholas Micallef, Julian Hough, Saman Jayasinghe. 777-784 [doi]
• BAHAHA at SemEval-2026 Task 1: Benchmarking-Aware Humor Authoring with Hybrid Assessment and AdaptationUtsav Arora, Andrew Hoblitzell. 785-792 [doi]
• dangphuduy at SemEval-2026 Task 10: Span-based Conspiracy Marker Extraction and Emotion-Aware Detection via Gated FusionPhu Duy Dang. 793-802 [doi]
• Pixel Phantoms at SemEval-2026 Task 3: Language-Specific Transformer Regression for Dimensional Aspect-Based Sentiment AnalysisJithu Morrison S, Abisha Rose S. 803-810 [doi]
• Gradient Descenders at SemEval-2026 Task 9: Data-Centric Counterfactual Augmentation for Multi-Label Hate Speech DetectionTran Nhan, Dang Thin. 811-820 [doi]
• SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event ReasoningMingkai Wang, Varun Ojha 0001, Huizhi Liang 0001. 821-825 [doi]
• JCT 2026 - SemEval Task 5Chava Laufer, Batel Turjeman, Chaya Liebeskind. 826-831 [doi]
• SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision ThresholdsZahra Bokaei, Alessandra Terranova, Yi Zheng, Tom Bidewell, Björn Ross. 832-848 [doi]
• Lattice at SemEval-2026 Task 1: Why did the prompt engineer break up with their LLM? Because zero-shot was zero-funMathieu Dehouck, Olga Seminck, Marine Delaborde, Yoann Dupont, Noé Durandard. 849-861 [doi]
• Comhis at SemEval-2026 Task 4: Embedding-Space Adaptation and LLM-Assisted Inference for Narrative SimilarityKe Shu, Eetu Mäkelä, Mikko Tolonen. 862-868 [doi]
• FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and CulturesLiliia Bogdanova, Shiran Sun, Lifeng Han, Natalia Amat-Lefort, Flor Miriam Plaza del Arco. 869-878 [doi]
• PolDeck at SemEval-2026 Task 9: Multilingual Online Polarization Detection via Hybrid Model Ensembling and Data AugmentationBen Grandy, Daniel Khir. 879-885 [doi]
• CUCLASIC at SemEval-2026 Task 5: LLM Prompting Strategies for Rating Ambiguous Word SensesFederico Ortega-Riba, Jasper Wilkerson, Kelsey Lafreniere Adams. 886-893 [doi]
• BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning taskShu Li, Huizhi Liang 0001. 894-898 [doi]
• VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMsDanileth Almanza-Gonzalez, Jairo Serrano, Edwin Puertas, Juan Carlos Martínez Santos. 899-904 [doi]
• KDW at SemEval-2026 Task 12: Logic-Driven Distillation with Knowledge Graphs for Efficient Abductive ReasoningSihan Zhu, Hongjie Wu, Xinyan Xu. 905-912 [doi]
• kirito at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via Sentence Structure Parsing Preprocessing and Prompt-Enhanced Instruction TuningShuangjin Hu. 913-918 [doi]
• YNU-NLP at SemEval-2026 Task 11: A Neuro-Symbolic Approach with Reflexion Mechanism Disentangling Content and Formal Reasoning in Language ModelsYu Wang, You Zhang, Hao Zhang, Dan Xu. 919-926 [doi]
• Duluth at SemEval-2026 Task 4: A Hybrid Approach to Narrative Similarity using Bi-Encoder Embeddings with Cross-Encoder Tie breaking using Learned WeightsMaxwell Bevers, Aidan Carlson, Ted Pedersen. 927-931 [doi]
• NJUSTKMG at SemEval 2026 Task 10 PsyCoMark - Subtask 2: Conspiracy DetectionYuhan Zheng, Yang Yang. 932-937 [doi]
• Stochastic Gradient Descenders at SemEval-2026 Task 9: Few-Shot LLM Prompting for Polarization Type ClassificationHuynh-Phu, Dang Thin. 938-942 [doi]
• YNU-HPCC at SemEval-2026 Task 8: Parallel Generation and Multi-Metric Reranking for Faithful Extractive RAGBo Li, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang. 943-949 [doi]
• ICT-NLP at SemEval-2026 Task 3: Less Is More - Multilingual Encoder with Joint Training and Adaptive Ensemble for Dimensional Aspect Sentiment RegressionLiyuan Huang, Jiawei He, Wutao Shen, Lin Li, Jin Zhang. 950-957 [doi]
• SemEval-2026 Task 13: Fine-tuned CodeBERT with Stratified Balancing, Dynamic Threshold Optimization, and Logit Bias Correction for Robust Multi-Language AI Code DetectionUdaythalavesh S, Rajalakshmi Sivanaiah, Angel Deborah S. 958-963 [doi]
• SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion DetectionGabriel Stefan, Sergiu Nisioi. 964-972 [doi]
• LocuPrompt at SemEval-2026 Task 7: A Multilingual Prompting Framework for Cross-Cultural Everyday Knowledge in LLMsNingjingke Ning. 973-980 [doi]
• SlugRAG at SemEval-2026 Task 8: Domain-Specific Fine-Tuning and Model Scaling for Multi-Turn RAG RetrievalPratibha Revankar, Jihye Kim, Umit Azirakhmet. 981-987 [doi]
• PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking LossHangchao Ma, Jiaxu Dao, Jinli Tong, Zhuoying Li, Qingsong Zhou, Xiuzhong Tang. 988-993 [doi]
• YoungDSMLKZ at SemEval-2026 Task 13: MIL-UniXcoder with Meta-Stacking and Handcrafted Features for AI-Generated Code DetectionYeraly Gainulla, Agzam Shamsadinov. 994-999 [doi]
• VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy DetectionHritav Solanki, Shubham Sharma, Manish Prasad, Rakhi Agrawal, Yashvardhan Sharma. 1000-1005 [doi]
• HABIBTAZ at SemEval-2026 Task 11: Disentangling Formal Logic from Content via Synthetic Training and Multi-Objective OptimizationAbdullah Shaikh, Zain Naqi, Taha Zahid, Sandesh Kumar, Abdul-Samad. 1006-1014 [doi]
• TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code DetectionAvi Patel, Manthan Laddha, Pushti Sapovadiya, Pruthwik Mishra, Shrikant Malviya. 1015-1026 [doi]
• SSN-CSE-CODECATALYSTS at SemEval-2026 Task 13: Integrating Transformer Semantics and AST-Derived Structural Features for AI-Generated Code DetectionBhuvana J, Ramanan Mahendran, Siddharth Chandrasekar S, Pragatheesh J, Rethanya P. 1027-1031 [doi]
• king001 at SemEval-2026 Task 7: Cross-Language Cultural Everyday Knowledge Q A System Based on RAGMeizhi Jin, Zhichao Meng, Junqi Yin, Lianxin Jiang, Jianyu Li. 1032-1049 [doi]
• SteerForce at SemEval-2026 Task 11: Reducing Content Effects Using Layered Activation SteeringNoah Tratzsch, Asmaa Al-Raian, Mounika Marreddy, Alexander Mehler. 1050-1055 [doi]
• Sabancigroup4 at SemEval-2026 Task 5: Uncertainty-Aware Semantic Plausibility Scoring via GNLL Regression and LLM RationalesSalih Büyükbas, Doruk Benli, Osman Kara, Dilara Keküllüoglu. 1056-1062 [doi]
• IITKanBDone at SemEval-2026 Task 8: MTRAGEval - Evaluating Multi-Turn RAG ConversationsSoumendra Ray, Garima Gupta. 1063-1067 [doi]
• asetclarity at SemEval-2026 Task 6: An Imbalance-Aware RoBERTa Cross-Encoder for Political Response Clarity ClassificationMaria-Antonia-Emanuela Pascu, Dan Dodun-Des-Perrieres, Daniela Gifu. 1068-1074 [doi]
• FactUEP at SemEval-2026 Task 4: Structured Narrative Similarity Scoring with Aspect Decomposition and Weak-Signal GatingMarcin Sawinski. 1075-1088 [doi]
• Narrative Team at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Sentences through Narrative UnderstandingValentin Istrate, Mocanu Octavian, Tatiana Khaidukova. 1089-1093 [doi]
• CSECU-DSG at SemEval-2026 Task 6: Imbalance-Aware Transformers for Unmasking Political Question EvasionsSubha Shesgin, Sumaiya Nazneen, Abu Nowshed Chy. 1094-1099 [doi]
• YNU-ABSA at SemEval-2026 Task 3: A Unified Pipeline for Continuous and Structured Dimensional ABSAQimao He, Xiaobing Zhou. 1100-1105 [doi]
• CuriosAI at SemEval-2026 Task 8: Hybrid retrieval system with repeated sampling for generationAiswariya Manoj Kumar, Hiroki Takushima, Fumika Beppu, Yuki Shibata, Daichi Yamaga, Takayuki Hori. 1106-1115 [doi]
• deepgpt at SemEval-2026 Task 1: A Chinese Humor Generation System via Instruction-Masked QLoRA and Reverse Constraint Data MixingCheng Chen, Guanglong Weng. 1116-1121 [doi]
• CSECU-DSG at SemEval-2026 Task 10: Fine-Tuning DeBERTa Transformer Model for Conspiracy DetectionDebashish Chakraborty, Sumaiya Tabassum, Sabrina Ibnath, Abu Nowshed Chy. 1122-1127 [doi]
• CUET-823 at SemEval-2026 Task 9: LoRA-Based Instruction Fine-Tuning of LLMs vs. Transformer Models for Bengali Polarization DetectionArpita Mallik, Ratnajit Dhar. 1128-1135 [doi]
• H-RAG at SemEval-2026 Task 8: Hierarchical Parent-Child Retrieval for Multi-Turn RAG ConversationsPassant Elchafei, Hossam Emam, Mohamed Alansary, Monorama Swain, Markus Schedl. 1136-1143 [doi]
• SLPGFJWUWarda at SemEval-2026 Task 1: A Multimodal Vision-Language Approach for Humor Generation Using Fine-Tuned BLIPWarda Yousaf. 1144-1146 [doi]
• hllwan at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via LLM Feature Fusion and Test-Time AdaptationJinglong Li, Yang Yang. 1147-1152 [doi]
• CITD@UIT at SemEval-2026 Task 4: Structured Reasoning and Metric Specialization for Narrative SimilarityThach Nguyen, Duc-Vu Nguyen, Dang Thin. 1153-1162 [doi]
• YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative UnderstandingMingyu Bai, Jin Wang, Xuejie Zhang. 1163-1168 [doi]
• pfr821 at SemEval-2026 Task 9: Multilingual Polarization Detection via Hybrid XLM-RoBERTa with Targeted Data Augmentation and Imbalance-Aware TrainingAntoine Durand, Rémi Hamon, Matthieu Pereira, Nathan Boucneau, Paul Cintra. 1169-1174 [doi]
• AILS-NTUA at SemEval-2026 Task 10: Agentic LLMs for Psycholinguistic Marker Extraction and Conspiracy Endorsement DetectionPanagiotis Alexios Spanakis, Maria Lymperaiou, Giorgos Filandrianos, Athanasios Voulodimos, Giorgos Stamou. 1175-1204 [doi]
• One and Only at SemEval-2026 Task 2: Evaluating Zero-Shot Autonomous LLM Agents and Heuristic Proxies in Ecological Affect ForecastingNam Dinh. 1205-1211 [doi]
• AILS-NTUA at SemEval-2026 Task 3: Efficient Dimensional Aspect-Based Sentiment AnalysisStavros Gazetas, Giorgos Filandrianos, Maria Lymperaiou, Paraskevi K. Tzouveli, Athanasios Voulodimos, Giorgos Stamou. 1212-1227 [doi]
• TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and RankingWeiwei Fu, Shiquan Wang, Ruiyu Fang, Shuangyong Song. 1228-1236 [doi]
• LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment AnalysisBaraa Hikal, Jonas Becker, Bela Gipp. 1237-1257 [doi]
• NYCU-NLP at SemEval-2026 Task 9: Stacking Small Language Models for Multilingual, Multicultural and Multievent Polarization DetectionDing-Xiang Lin, Po-Chun Chu, Lung-Hao Lee. 1258-1267 [doi]
• d'Olle Grieze at SemEval-2026 Task 11: Comparing the Impact of Supervised Fine-Tuning and Activation Steering on Mitigating Content Effect Bias in Syllogistic ReasoningTwan Huiskens, Tian Niezing, Koen Snelten. 1268-1281 [doi]
• Cryptix at SemEval-2026 Task 4: Zero-Shot Bi-Encoder Modeling for Narrative Story Similarity - A Sentence Transformer ApproachSushmitha M, Sarath Kumar P, Thanalaxmi S, Beulah A. 1282-1287 [doi]
• Königsberg at SemEval-2026 Task 13: Beyond Language Models: A Low-Resource Feature-Driven and Data-Flow Embedding Approach for Machine-Generated Code DetectionShahir Habib. 1288-1297 [doi]
• NUST PsyAI at SemEval-2026 Task 10: Parameter-Efficient RoBERTa for Conspiracy Detection and Character-Level Marker ExtractionMian Muhammad Husnain Akram, Mehwish Fatima. 1298-1307 [doi]
• YNWAAZ at SemEval-2026 Task 1: Bridging the Semantic-Visual Gap: Multimodal Humor GenerationMohammad Erfan Zare, Tahere Abbasi, Hadi Veisi, Sayin Ala, Hanieh Naderi. 1308-1318 [doi]
• Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code DetectionSruthi Santhanam, Parthib Sarkar, Yashvardhan Sharma. 1319-1325 [doi]
• JCT at SemEval-2026 Task 8: Resource-Efficient Multi-Turn RAG via Nano-LLM Rewriting and Hybrid RerankingTal Farhan, Chaya Liebeskind. 1326-1331 [doi]
• JIA at SemEval-2026 Task 10: A Dual-Track System with BERT-based Encoders and LLMs for Conspiracy AnalysisJiayue Zhu. 1332-1339 [doi]
• AILS-NTUA at SemEval-2026 Task 8: Evaluating Multi-Turn RAG ConversationsDimosthenis Athanasiou, Maria Lymperaiou, Giorgos Filandrianos, Athanasios Voulodimos, Giorgos Stamou. 1340-1365 [doi]
• UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation DetectionVictor Garcia Sanabria, Álvaro Rodrigo, Roberto Centeno. 1366-1371 [doi]
• HyperparameterOmens at SemEval-2026 Task 13: Various approaches to detecting machine- generated codeDmitry Sukhotin, How Yu. 1372-1378 [doi]
• Unibuc-NLP at SemEval-2026 Task 10: Unmasking Conspiracies with Pre-Trained Language ModelsTeodor-George Marchitan, Liviu P. Dinu. 1379-1384 [doi]
• Team BOBW (Best Of Both Worlds) at SemEval-2026 Task 3: Modular Cross-Attention Encoders for Dimensional Aspect-Based Sentiment AnalysisMichal Rynowiecki, Rob van der Goot. 1385-1390 [doi]
• PolarizedTeam at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationMaria Nestor, Maroan Al Shrafat, Ioana Peste, Daniela Gifu, Diana Trandabat. 1391-1397 [doi]
• MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual PolarizationMaziar Kianimoghadam Jouneghani. 1398-1406 [doi]
• Proofbusters at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic ValidationMohamed Ayman, Khaled Marzouk, Abdallah Mashaly, Ahmed Heriez. 1407-1415 [doi]
• VGU-M.Tech-AI at SemEval-2026: Multilingual Multi-Label Classification of Online Polarization Types via Weighted Transformer Fine-Tuning and Adaptive Per-Label Threshold OptimizationAbdulkadir Bichi, Jyoti Shekhawat. 1416-1420 [doi]
• Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen ModelsZhanyu Chen, María Teresa Muñoz Martín, Sem Huisman, Jingjing Lan. 1421-1428 [doi]
• VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa LargeJeison Jimenez Alvear, Deyson Gómez Sánchez, Juan Carlos Martínez Santos, Edwin Puertas, Jairo Serrano. 1429-1435 [doi]
• pamaldi at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic ValidationPasquale Grimaldi. 1436-1442 [doi]
• COODetect at SemEval-2026 Task 13: Unsupervised Latent Domain Adaptation for Out-of-Distribution AI Code DetectionAldan Creo, Atharv Nair, Mohana Ravikumar, Vaishak Menon, Dario Wisznewer, Vaibhav Jain. 1443-1450 [doi]
• NCL HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative SimilarityJianfei Xu, Ting Zhu, Mingyang Chen, Huizhi Liang 0001. 1451-1461 [doi]
• ILab-NLP at SemEval-2026 Task 9: Comparing XLM-RoBERTa and LLaMA-2 for Multilingual Polarization DetectionDeclan Booth, Gavin Abercrombie, Simona Frenda. 1462-1468 [doi]
• VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility RatingDaniel Peña Gnecco, Edwin Puertas, Juan Carlos Martínez Santos, Jairo Serrano. 1469-1476 [doi]
• NCL at SemEval-2026 Task 8: Deterministic Small-LLM RAG with Relation ClassificationZehao Liu 0002, Huizhi Liang 0001. 1477-1481 [doi]
• SCUMesclab at SemEval-2026 Task 3: An Adaptive Dual-Track Framework for Dimensional Aspect-Based Sentiment AnalysisChia-Yun Lee, Matús Pleva, Daniel Hládek, Ming-Hsiang Su. 1482-1488 [doi]
• PAI at SemEval-2026 Task 3: An LLM and Data Redistribution Adaptation-Based Predictive Strategy for Valence-Arousal ScoresZhihao Ruan, Kaifeng Yang, Cheng Chen, Wenwen Dai, Wenjia Mao. 1489-1494 [doi]
• UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy DetectionDom Marhoefer, Milos Suvakovic, Glenn Grant-Richards, Aidan Pinero, Ryan King. 1495-1500 [doi]
• XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless AbsurdityBerk Bubus, Nebi Soyal, Vera Schmitt, Nils Feldhus, Veronika Solopova. 1501-1510 [doi]
• looploop at SemEval-2026 Task 3: A Dimensional Aspect-Based Sentiment System with DeBERTa Regression and Qwen3 Instruction Fine-TuningLiu Yang, Gang Hu, Jing Li. 1511-1517 [doi]
• PFW at SemEval-2026 Task 6: Multi-Seed DeBERTa Ensembles for Political Response Clarity and Evasion ClassificationTaleef Tamsal. 1518-1525 [doi]
• PFW Task 8 at SemEval-2026 Task 8: Lightweight Tri-Fusion Retrieval with Prompt-Engineered Faithful Generation for Multi-Turn RAGTaleef Tamsal. 1526-1532 [doi]
• YangSteam at SemEval-2026 Task 3: Transformer-Based Aspect-Aware Regression for Dimensional Sentiment and Stance AnalysisTsung-Hsien Yang, Shu-Fei Yang. 1533-1538 [doi]
• PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data AugmentationSrikar Kashyap Pulipaka. 1539-1546 [doi]
• SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story SimilaritySteven Au. 1547-1553 [doi]
• AsymVerify at SemEval-2026 Task 6: Asymmetric Confidence-Gated Verification for Political Evasion DetectionSebastien Kawada. 1554-1567 [doi]
• NYCU Speech Lab at SemEval-2026 Task 3: Heterogeneous Model Ensemble with Adaptive Weighted Voting for Dimensional Aspect Sentiment Quadruplet ExtractionHao-Chun Hsieh, Cheng-En Wu, Yuan-Fu Liao. 1568-1574 [doi]
• CascadeMind at SemEval-2026 Task 4: A Hybrid Neuro-Symbolic Cascade for Narrative SimilaritySebastien Kawada, Dylan Holyoak. 1575-1581 [doi]
• YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution ShiftsLixian Xing, Jin Wang, Xuejie Zhang. 1582-1590 [doi]
• TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-ThoughtLingling Shi, Haoyu Jin, Shiquan Wang, Fang Yu, Shuangyong Song, Xuelong Li 0001. 1591-1609 [doi]
• chengtang at SemEval-2026 Task 7: A Retrieval-Augmented Generation Framework for Cultural Perspective Alignment in Everyday MCQsCheng Tang, Zhichao Meng, Meizhi Jin. 1610-1615 [doi]
• Phatthachdau at SemEval-2026 Task 9: A Multi-Stage Augment-Judge-Train Pipeline for Multilingual Online Polarization DetectionPhan Phat. 1616-1620 [doi]
• CYUT at SemEval-2026 Task 9: Monolingual vs. Multilingual LoRA Tuning for Multicultural and Multievent Polarization DetectionShih-Hung Wu, Yun-Kuang Liao, Shih-Siang Su, Yi-Min Jian. 1621-1631 [doi]
• DeepSemantics at SemEval-2026 Task 9: Label-Wise Optimization with Adaptive Focal Loss for Polarization Manifestation IdentificationEliasse Tiao, Josue Edou, Mahugnon Gohouede. 1632-1640 [doi]
• UTokyo Tsuruoka Lab at SemEval-2026 Task 9: Efficient Single Forward Pass Inference for Multi-Label Polarization ClassificationHoward Tangkulung, Yoshimasa Tsuruoka. 1641-1651 [doi]
• ALPS-Lab at SemEval-2026 Task 3: A Multilingual Generative LLM Approach for Dimensional Aspect Sentiment AnalysisSongqian Dai, Wei Lin. 1652-1658 [doi]
• XiaoM at SemEval-2026 Task 7: A Qwen-based System for Accurate Retrieval of Everyday Knowledge Across Diverse Languages and CulturesXiao Yao, Liang Yang. 1659-1663 [doi]
• MSqrd at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationSyeda Samah Daniyal, Muneeba Badar, Manal Hasan, Shifa Shah, Sandesh Kumar, Abdul-Samad. 1664-1671 [doi]
• HU at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and DetectionMuhammad Quddussi Kashaf, Shahmir Mustafa Chaudhry, Marium Zeeshan, Nahyan Javed, Sandesh Kumar, Abdul-Samad. 1672-1677 [doi]
• RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response GenerationRoman Derunets, Ivan Bondarenko, Oleg Sedukhin, Mikhail Komarov, Ivan Chernov, Mikhail Kulakov. 1678-1694 [doi]
• AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological EssaysShrika Thota, Lakshmi Priya Swaminatha Rao, Shivaanee Sk, Thirumurugan Ra, Vishal Muralidharan, Dhannya Santhakumari Madhavan. 1695-1700 [doi]
• HausaNLP at SemEval-2026 Task 7: Prompt-based Hausa Cultural Question AnsweringFaisal Adam, Lukman Aliyu, Sani Aji, Abdulhamid Abubakar, Aliyu Rabiu Shuaibu. 1701-1706 [doi]
• Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment AnalysisKosuke Yamada, Sho Takase, Ryosuke Kohita. 1707-1723 [doi]
• Team hugang11 at SemEval-2026 Task 1, Subtask A (Chinese): A CoT-SFT, Teacher-Constructed DPO, and Deterministic Post-processing Pipeline for Humor GenerationGang Hu, Liu Yang, Jing Li. 1724-1729 [doi]
• ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMsWicaksono Leksono Muhamad, Joanito Agili Lopo, Tack Hwa Wong, Muhammad Ravi Shulthan Habibi, Samuel Cahyawijaya. 1730-1747 [doi]
• Scmhl5 at SemEval-2026 Task 3: Uncertainty-Aware Adversarial Learning for Embedding Enhancement in Dimensional Aspect-Based Sentiment AnalysisHaohuan Chen, Han Liu. 1748-1754 [doi]
• Team VYN at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment AnalysisVishal Thenuwara, Widanalage De Mel, Nisansa de Silva. 1755-1764 [doi]
• Dual-View Consistency Testing for Content-Invariant Multilingual Syllogistic ReasoningIshita Gupta, Dhruv Goyal, Jatin Bedi. 1765-1771 [doi]
• Caraman at SemEval-2026 Task 8: Three-Stage Multi-Turn Retrieval with Query Rewriting, Hybrid Search, and Cross-Encoder RerankingDavid-Maximilian Caraman, Gheorghe Cosmin Silaghi. 1772-1778 [doi]
• REGLAT at SemEval-2026 Task 9: Enhancing Arabic Online Polarization Detection Using AraBERT and Synonym Replacement AugmentationAhmed M. Fetouh, Mariam L. Francies, Nsrin Ashraf, Hamada Nayel, Rahmath Mohammed. 1779-1783 [doi]
• RAGTUM at SemEval-2026 Task 8: Contextual Query Rewriting and Dense Retrieval for Multi-Turn RAGFinn Wigger, Maximilian Podolsky, Merle Wilmink, Zelong Peng. 1784-1790 [doi]
• d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal ReasoningYasunori Terao, Yuuki Tachioka. 1791-1801 [doi]
• AICOE-Tredence at SemEval-2026 Task 11: Mitigating Content Bias in Syllogisms via Symbolic Logic-Language DecouplingRakshith R, Ankush Chopra. 1802-1816 [doi]
• hermeneutichools at SemEval-2026 Task 4: Multiperspectivity as a Resource for Narrative Similarity PredictionMax Upravitelev, Veronika Solopova, Jing Yang, Charlott Jakob, Premtim Sahitaj, Ariana Sahitaj, Vera Schmitt. 1817-1831 [doi]
• SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based HumorInsa Abbas, Sadaf Abdul-Rauf. 1832-1839 [doi]
• ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative UnderstandingFakeha Faisal, Rubab Shah, Syeda Zaidi, Azkaa Nasir, Sandesh Kumar, Abdul-Samad. 1840-1845 [doi]
• TeleAI at SemEval-2026 Task 3: Large Language Models for Dimensional Aspect-Based Sentiment AnalysisYan Zhou 0003, Wangshicheng Wang, Shiquan Wang, Mengjiao Bao, Ruiyu Fang, Shuangyong Song, Yongxiang Li, Xuelong Li 0001. 1846-1852 [doi]
• L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot SummariesAhmed Hamdi, Emanuela Boros, José G. Moreno 0001, Adam Jatowt, Georgeta Bordea, Carlos-Emiliano González-Gallardo, Antoine Doucet. 1853-1859 [doi]
• YEZE at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization via Heterogeneous EnsemblingFengze Guo, Yue Chang. 1860-1873 [doi]
• ChulaNLP at SemEval-2026 Task 6: A Hybrid BERT-LLM Framework for Political Response Clarity and Evasion DetectionWisarut Peerachaidecho, Attapol Rutherford. 1874-1881 [doi]
• UTRAG at SemEval-2026 Task 8: History-Aware Query Rewriting and LoRA-Finetuned Generation for Multi-Turn RAGKe Zhou, Yi-Shan Lin. 1882-1889 [doi]
• CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political DiscourseNawar Turk, Lucas Miquet-Westphal, Leila Kosseim. 1890-1902 [doi]
• Semantic Vectors at SemEval-2026 Task 9: Robust Multilingual Polarization Detection via Dual-Encoder Fusion and Expert EnsemblingAnkit Dash, Priyanshu Mittal, Piyush Prashant, Sunil Saumya. 1903-1910 [doi]
• NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment RegressionTong Wu 0033, Nicolay Rusnachenko, Huizhi Liang 0001. 1911-1918 [doi]
• SokraTUM at SemEval-2026 Task 3: A hybrid cascade of Label Distribution Learning, RAG supported generative extraction and contrastive metric learning for dimensional sentiment analysisDenis Laschenko, Albert Korotyk. 1919-1929 [doi]
• NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility RatingTong Wu 0033, Thanet Markchom, Huizhi Liang 0001. 1930-1937 [doi]
• RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG ConversationsRajalakshmi Sivanaiah, Angel Deborah S, Karthik Raja C, Rithika S. 1938-1943 [doi]
• 0704mis at SemEval-2026 Task 11: Single-Call Joint Abstraction for Robust Neuro-Symbolic RetrievalIshita Gupta, Dhruv Goyal, Jatin Bedi. 1944-1949 [doi]
• CiNet-Handai-Kyodai at SemEval-2026 Task 5: Combining LLM Prompting, Semantic Similarity, and Synthetic Gaze for Graded Sense PlausibilityLis Kanashiro Pereira, Fei Cheng 0002. 1950-1956 [doi]
• SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text GenerationYuMing Zhang, Junyu Zhou, HongYu Li, Yongwei Zhang, Shanshan Jiang 0001, Bin Dong 0003. 1957-1964 [doi]
• ICT-NLP at SemEval-2026 Task 1: Humor Generation via RAG-based Augmentation and Multi-LLM Internal-External VotingWutao Shen, Liyuan Huang, Jiawei He, Lin Li, Jin Zhang. 1965-1972 [doi]
• ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity DetectionPurohit Ghanshyam, Praveen Swami, Shriyans Sahoo, Jenish Bhati, Supriya Nadiger, Sunil Saumya. 1973-1978 [doi]
• Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event ReasoningJunxin Lin, Zhichao Meng, Lianxin Jiang. 1979-1987 [doi]
• AAA at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and DetectionXintong Pan. 1988-1991 [doi]
• SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop RegularizationZiang Zhou, Xiangmei He, Chenhongyi Bai. 1992-1996 [doi]
• AILS-NTUA at SemEval-2026 Task 12: Graph-Based Retrieval and Reflective Prompting for Abductive Event ReasoningNikolas Karafyllis, Maria Lymperaiou, Giorgos Filandrianos, Athanasios Voulodimos, Giorgos Stamou. 1997-2019 [doi]
• SilkPeak at SemEval-2026 Task 6: When Politicians Dodge - Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer LearningAmruth Tetakali, Lavanya Tetakali. 2020-2025 [doi]
• 5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness ControlThien-Qua T. Nguyen, Chi Hoang, Nguyen Tran, Tri Le, Khanh Truong, Chinh Nguyen. 2026-2033 [doi]
• TeamOmega at SemEval-2026 Task 13: Frozen vs. Trainable Representations for Out-of-Distribution AI-Generated Code Detection: A CodeBERT Fine-Tuning StudyNahid Niyaz Shovon, Md. Naim Parvez. 2034-2039 [doi]
• Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code DetectionJithu Morrison S, Janani Hariharakrishnan, Angel Deborah S, Rajalakshmi Sivanaiah. 2040-2045 [doi]
• schmerle at SemEval-2026 Task 4: Exploring Large Language Model Prompting Strategies for Low-Resource Narrative Similarity DetectionMaximilian Schmerle, Nils Constantin Hellwig. 2046-2056 [doi]
• Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative RepresentationsMarius Marogel, Marius Popescu. 2057-2064 [doi]
• AGAI at SemEval-2026 Task 10: Enhancing Conspiracy Detection via Instruction-tuned LLMsXiandong Ran. 2065-2069 [doi]
• Taien at SemEval-2026 Task 9: Multilingual Polarization Detection Using Transformer-based ModelsSaida Taien, Palash Hossen. 2070-2077 [doi]
• Clutch or Cry at SemEval-2026 Task 12: Offline Retrieval-Augmented Generation with Frozen DeBERTa for Abductive Event ReasoningAayush Prasad, Rudra Trivedi, Arshad Khatib, Shrikant Malviya, Naveen Kumar. 2078-2081 [doi]
• transformer_1376 at SemEval-2026 Task 9: A Multi-Stage Pipeline with Calibrated Ensembles and Lexical Post-Processing for Online Polarization Detection in BengaliShuvodwip Saha, Pritha Saha. 2082-2088 [doi]
• Team Yuvan at SemEval-2026 Task 13: Task-Adaptive Ensemble Strategies for AI-Generated Code DetectionYuvan Ramesh, Tongtong Wu. 2089-2097 [doi]
• MedHastra at SemEval-2026 Task 13: Stylometric Ensembles and Transformer Fine-Tuning for Robust AI Code Detection, Attribution, and Adversarial AnalysisShruti Chandrasekar, Vedajanaani R. S, Vijayalakshmi P. 2098-2103 [doi]
• Team Duo at SemEval-2026 Task 13: Fine-tuning CodeBERT for Out-of-Distribution AI-Generated Code DetectionSubhiksha G, Sanjai M, Rajalakshmi Sivanaiah, Angel Deborah S. 2104-2107 [doi]
• Segmentation Fault at SemEval-2026 Task 13: A Regularization-First Approach with Generator-Based Out-of-Distribution Splits for Detecting AI-Generated CodeLakshmi Priya Swaminatha Rao, Dhannya Santhakumari Madhavan, Sreya Kodeswaran, Nithila R, Kanmani R. 2108-2113 [doi]
• TechSSN at SemEval-2026 Task 8: MTRAG Retrieval and Generation using Ensemble Re-encoders and Anchor PromptingAnne Jacika J, Anishka K, Guruprakash K, Rajalakshmi Sivanaiah, Angel Deborah S. 2114-2119 [doi]
• DataBees at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationTanisha Sriram, Sathvika Shankar, Sowmya Anand, Rajalakshmi Sivanaiah, Angel Deborah S, Mirnalinee Thankanadar. 2120-2125 [doi]
• Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-TuningZohaib Aslam, Ahsan Siddiqui, Ayesha Enayet. 2126-2129 [doi]
• Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic ReasoningFarzaneh Bayan Memar, Hanneke Huls, Matthijs Ten Hove. 2130-2138 [doi]
• AI-Monitors at SemEval-2026 Task 4: A Hybrid Embedding and LLM Ensemble for Narrative SimilarityVishnu Tripathi, Azad-, Prakhar Joshi, Pragyananda Sahoo, Gaurav Kumar, Piyush Arora, Neel Mani. 2139-2148 [doi]
• Team ewelinaksiez at SemEval-2026 Task 11: Reducing Content Bias in Syllogistic Reasoning via Semantic AbstractionEwelina Ksiezniak. 2149-2154 [doi]
• TeamLasse at SemEval-2026 Task 3: A Hybrid Generative-Discriminative Framework for Dimensional Aspect-Based Sentiment AnalysisLasse Strothe, Shaghayegh Kolli, Jana Diesner. 2155-2162 [doi]
• CUNI at SemEval-2026 Task 4: Multi-Head Narrative Aspect Disentanglement via Entangled Synthetic DatasetJan Mitka, Jindrich Helcl. 2163-2178 [doi]
• FMISUYotkovaKastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric SignalsElitsa Yotkova, Violeta Kastreva, Dimitar Dimitrov 0003, Ivan Koychev, Preslav Nakov. 2179-2186 [doi]
• Thiyaga6851 at SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models using Neuro-Symbolic MappingThiyagarajaa PK, Durairaj Thenmozhi. 2187-2192 [doi]
• LIAAD INESCTEC at SemEval-2026 Task 4: Unsupervised Narrative Similarity via Discourse Representation Structures and Sentence EmbeddingsEvelin Amorim, Alípio Jorge, Purificação Silvano. 2193-2199 [doi]
• HUS@NLP-VNU at SemEval-2026 Task 3: Dual-Stream Syntax-Aware Modeling and Direct Preference Optimization for Dimensional ABSAan Cao, Lam Hoang, Le Ngoc Toan, Ha Linh. 2200-2208 [doi]
• PolAR Bears at SemEval-2026 Task 9: Parameter-Efficient Fine-Tuning and Cross-Lingual Augmentation for Multilingual Polarization DetectionVinay Ulli, Jyoti Kumari. 2209-2215 [doi]
• Rasende Rakete at SemEval-2026 Task 6: LLM-First Approach with Iterative Prompt Repair for Classifying Evasion in Political InterviewsOmar Elbeltagui, Nils Knittel, Leonie Süß, Umut Yildirir, Qiyan Zhai, Shaghayegh Kolli, Jana Diesner. 2216-2227 [doi]
• hdharpure at SemEval-2026 Task 3: BERT-Based Modeling and Prediction Behavior Analysis for Multilingual Valence-Arousal ScoringHarshal Dharpure, Nicolay Rusnachenko. 2228-2232 [doi]
• Bitzkrieg at SemEval-2026 Task 13: Calibration-Aware Dual CodeBERT for Multilingual Machine-Generated Code DetectionThenmozhi Durairaj, Adithya S, Harshil Malisetty, Aadit P, Rohan R. 2233-2237 [doi]
• harapalb at SemEval-2026 Task 4: Multi-Signal Neuro-Symbolic Ensembles for Narrative SimilarityAndrei Tiberiu Carp. 2238-2244 [doi]
• SemTechLab at SemEval-2026 Task 5: Context-Aware Homonym Disambiguation via Span-Specific Interaction FeaturesKarlo Babic, Ana Mestrovic, Slobodan Beliga. 2245-2250 [doi]
• SEF-CLGC at SemEval-2026 Task 11: Logical Notation Impact on Language Model PerformanceHanna Abi Akl, Fabien Gandon, Catherine Faron, Pierre Monnin. 2251-2261 [doi]
• Aaron at SemEval-2026 Task 9: Multilingual Polarization Detection using Transformer-Based Models with Class Weighting and Threshold TuningAaron Bundi Anampiu. 2262-2267 [doi]
• OseiBrefo-Liang at SemEval-2026 Task 12: Hybrid Causal Knowledge Graphs and Neural-Symbolic Policy Optimisation for Abductive Event ReasoningEmmanuel Osei-Brefo, Huizhi Liang 0001. 2268-2274 [doi]
• Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application ScenariosDawid Siera, Anatol Kaczmarek, Wiktor Kamzela, Adam Dobosz, Jakub Dutkiewicz. 2275-2280 [doi]
• X-NLP at SemEval-2026 Task 12: Prompting LLMs for Abductive Event ReasoningCaelen Mattie, Patrick Bowen, Milton King. 2281-2289 [doi]
• COGNAC at SemEval-2026 Task 4: Evaluating Narrative Components with LLMs for Hard Story Similarity CasesTisa Islam Erana, Azwad Anjum Islam, Anshu Sharma, Mark A. Finlayson. 2290-2300 [doi]
• L52+-IIMAS-UNAM at SemEval-2026 Task 1 (MWAHAHA): Joke Selection Through a Multi-Stage Prompt-Engineering and Heuristic PipelineAdolfo Tonatihu Camacho Gonzalez, Ximena Cruz, Natalia Godínez-Aldana, Lizeth Palacios-Patiño, Ramón Rangel, Iván Vladimir Meza Ruíz. 2301-2306 [doi]
• Rating Plausibility of Word Senses in Ambiguous Sentences Using Multi-Architecture AnalysisNaina Jain, Nidhi Arora, Pal Thakkar, Siba Sahu. 2307-2313 [doi]
• MindFlayer at SemEval-2026 Task 8: DUALRAG: Answerability-Aware Generation for Multi-Turn RAG ConversationsJerin Romijah Tuli, Md. Sartaj Alam Pritom, Talukder Naemul Hasan Naem. 2314-2321 [doi]
• MindFlayer at SemEval-2026 Task 13: LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code DetectionJerin Romijah Tuli, Talukder Naemul Hasan Naem, Md. Sartaj Alam Pritom. 2322-2329 [doi]
• abateam at SemEval-2026 Task 1: Plan2joke - Humor Policies for Type-Specific Two-Pass Humor GenerationAndrii Dikhtiar, Antonii Viter, Bohdan Karaziia, Daryna Dementieva, Alexander Fraser 0002. 2330-2346 [doi]
• Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative SimilarityAleksey Kudelya, Rafif Alshawi, Alexander Shirnin. 2347-2353 [doi]
• IReLIIT(BHU) at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationSoumadip Majumder, Arjun Mukherjee, Krishna Tewari, Sanjaya Lenka, Sukomal Pal. 2354-2358 [doi]
• WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative AnalysisLinda Kupfer, Lisa Hader, Christian Jaumann, Annemarie Friedrich. 2359-2375 [doi]
• Spinfo Cologne at SemEval-2026 Task 4: Explainable Creation of Narrativity EmbeddingsJanis Pagel, Nils Reiter. 2376-2383 [doi]
• UFG-Semantic at SemEval-2026 Task 6: CLARITY - Unmasking Political Question EvasionsAline Hamano, Beatriz Felicio, Henrique Galvão, Nádia Félix F. da Silva. 2384-2393 [doi]
• Seals-NLP at SemEval-2026 Task 9: A Comparative Study of Transformer Architectures for Polarization DetectionMinh Smith, Cheryl Seals. 2394-2401 [doi]
• Team JAT at SemEval-2026 Task 9: Enhancing Polarization Detection with Cross-Lingual Transfer and Feature FusionAleksandra Matkowska, Taya Lin, Yu-Chun Chao. 2402-2408 [doi]
• yasaminal at Semeval2026: Constraint-Aware Humor Generation with Knowledge Graph GuidanceYasamin Aali. 2409-2412 [doi]
• MALTO at SemEval-2026 Task 13: Detecting Human, AI, and Hybrid Code via Hard Negative Mining and Curriculum-Driven EnsemblesHüseyin Arslan, Evren Ayberk Munis, Timofei Khudonogov, Mert Akgun, Murat Besli, Ayhan Meherrem, Claudio Savelli, Flavio Giobergia. 2413-2420 [doi]
• blue at SemEval-2026 Task 4: Synergizing Long-Context Reranking with Semantic Similarity for Narrative AlignmentKrish Sharma, Lakksh Sharma, Rhea Singhal, Jatin Bedi. 2421-2426 [doi]
• blue at SemEval-2026 Task 5: NarrBERT : Narrative-Aware BERT for Word Sense DisambiguationRhea Singhal, Krish Sharma, Lakksh Sharma, Jatin Bedi. 2427-2431 [doi]
• LATE-iimas at SemEval-2026 Task 10: Conspiracy Detection via DeBERTa-v3 Ensemble and Weighted Loss OptimizationJose Vazquez-Cerrillo, Helena Gómez-Adorno, Gemma Bel Enguix. 2432-2437 [doi]
• GIL-Zaragoza at SemEval 2026 Task 11: Comparing Classification, Autoformalization, and Ontologies for Formal Reasoning CapabilitiesFrancisco F. López-Ponce, Lucia Pitarch, Iván Saavedra Martínez, Ignacio Huitzil, Sergio Ojeda-Trueba, Fernando Bobillo, Gemma Bel Enguix. 2438-2446 [doi]
• Polito Team at SemEval-2026 Task 8: Scaling Multi-Turn RAG: High-Performance Parallelized Pipeline for the MTRAG BenchmarkMurat Çelik, Nejla Dinçer, Can Ersoy, Mert Toprak, Baris Ünal, Riccardo Coppola, Flavio Giobergia. 2447-2455 [doi]
• CICL26 at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation LearningWanzhao Zhang, Yue Yu. 2456-2460 [doi]
• UCSC-NLP at SemEval-2026 Task 13: Multi-View Generalization and Diagnostic Analysis of Machine-Generated Code DetectionKargi Chauhan, Sadiba Nusrat Nur. 2461-2468 [doi]
• MIUN BiasPatrol at SemEval-2026 Task 13: Why TF-IDF can Beat Transformers for OOD Code DetectionLoviza Sahlen, Thomas Springfeldt, Mehwish Fatima, Raja Khurram Shahzad. 2469-2474 [doi]
• MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization DetectionAngelo Iannielli, Samuele Maroli, Marco Roberto, Stefano Sammartino, Valentino Vacirca, Claudio Savelli, Riccardo Coppola, Flavio Giobergia. 2475-2486 [doi]
• GuysLLM at SemEval-2026 Task 5: NLI-Informed Regression for Graded Word-Sense Plausibility in Narrative ContextsNiccoló Antonelli-Dziri, Sixtine Marcotte, Emanuele Rosapepe, Gabriele Santona, Omar Wafaay, Lorenzo Vaiani, Riccardo Coppola, Flavio Giobergia. 2487-2494 [doi]
• AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning PromptsAkash Chowdhury, Vlad Pavlovich, Julius Dunfoy, Sophia Yang, Abhiram Borra. 2495-2505 [doi]
• AI4PC-Howard University at SemEval-2026 Task 9: Evaluating Teacher-Student Weak Supervision and Direct LLM Prompting for Multilingual Political Polarization DetectionSurangana Aryal, Saurav K. Aryal. 2506-2511 [doi]
• SpyComet at SemEval-2026 Task 11: When Adversarial Debiasing Backfires - A Comparison of Data-Level and Model-Level DebiasingSai Aravind C, Sunil Saumya, C. Pothan Reddy. 2512-2519 [doi]
• TeamSLS at SemEval-2026 Task 13: Detecting Machine-Generated Code with CodeBERT and Structural FeaturesSai Laasya Gorantla, Shreemithra Naveen, Steven Bethard. 2520-2526 [doi]
• Howard University-AI4PC at SemEval-2026 Task 1: Exploring Prompt Strategies for Automatic Humor GenerationLawal Abdulmujeeb, Saurav K. Aryal. 2527-2532 [doi]
• Howard University-AI4PC at SemEval-2026 Task 8: Query Reformulation and Dense-Lexical Retrieval Fusion for Multi-Turn Retrieval-Augmented GenerationSijan Shrestha, Saurav K. Aryal. 2533-2539 [doi]
• UNF-BMI at SemEval-2026 Task 3: Research Domain Criteria-Guided Large Language Models for Dimensional Aspect-Based Sentiment AnalysisAthlene V. Jones, Vishwaa Shah, Indika Kahanda. 2540-2547 [doi]
• DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural KnowledgeYusser Al Ghussin, Daniil Gurgurov, Yasser Hamidullah, Josef van Genabith, Cristina España-Bonet, Simon Ostermann 0002. 2548-2563 [doi]
• sutta at SemEval-2026 Task 12: A Multi-Perspective Retrieve-Verify-Aggregate Framework for Abductive Event ReasoningJunliu Zou, Liang Yang 0003, Jingjie Zeng. 2564-2574 [doi]
• Mendel292 at SemEval-2026 Task 4: Disentangled Narrative Embeddings for Story SimilarityMaurício Gruppi, Sankalpa Rijal, Justin DeBenedetto. 2575-2582 [doi]
• GUIR at SemEval-2026 Task 8: Training-Free Multi-Query Fusion for Robust Conversational RetrievalPasha Abrishamchian, Ophir Frieder, Nazli Goharian. 2583-2591 [doi]
• AI4PC-Howard University at SemEval-2026 Task 5: Calibrated Hybrid Ensembling and Retrieval-Augmented LLM Reasoning for Narrative Word-Sense PlausibilityKwaku Asare, Saurav K. Aryal. 2592-2596 [doi]
• Howard University-AI4PC at SemEval-2026 Task 7: Culturally Aware Multilingual Model Routing Through a Mixture-of-Specialists FrameworkIsaac Adjei, Saurav K. Aryal. 2597-2602 [doi]
• GenAIus at SemEval-2026 Task 8: Beyond Retrieval with Relevance-Aware RAG for Faithful Multi-Turn GenerationSüveyda Yeniterzi, Reyyan Yeniterzi. 2603-2610 [doi]
• FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity PredictionAdewale Akinfaderin, Nafi Diallo. 2611-2620 [doi]
• Tübingen-CL at SemEval-2026 Task 12: Reinforcement Learning and Verification for Abductive ReasoningBolun Liang, Ayperi Khudaybergenova, Shashikala Kankanamge. 2621-2629 [doi]
• AI4PC-Howard University at SemEval-2026 Task 12: Evidence-Guided Abductive Scoring with Option-Conditioned Retrieval and Constrained LLM EvaluationIfeoluwakiitan Ayandosu, Saurav K. Aryal. 2630-2634 [doi]
• UPR at SemEval-2026 Task 9: Polarization Detection in Urdu with Language-Specific Transformer and Data AugmentationAlishba Wazir, Muhammad Asad Khan, Junaid Rashid, Shamaila Hayat, Samira Kanwal. 2635-2641 [doi]
• UPR at SemEval-2026 Task 9: Multi-Label Classification of Polarization Across Social Dimensions and Manifestation Identification in UrduMtayyaba Shahzad, Inzmam Khadam, Zaufishan Mahmood, Junaid Rashid, Shamaila Hayat, Fakhar Ayub. 2642-2647 [doi]
• The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment AnalysisRafif Alshawi, Amit Raj, Aleksey Kudelya, Alexander Shirnin. 2648-2656 [doi]
• UTD-HLTRI at SemEval-2026 Task 7: Bridging Cultural Knowledge Gaps in LLMs via Web-Augmented ContextMohammad Marufur Rahman, Rakshitha Rao Ailneni, Sanda M. Harabagiu. 2657-2663 [doi]
• MoodMetric at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation LearningSamanvitha Bolisetty, Shreya Ashar, Nishchay Mittal, Pruthwik Mishra. 2664-2672 [doi]
• PLlama at SemEval-2026 Task 4: Zero-shot Prompting with Llama-3.2 for Narrative SimilarityKanishka Jain. 2673-2678 [doi]
• Team HITS at SemEval-2026 Task 4: Enhancing narrative text embedding model training with hard negatives generation and self-distillationQian Zhou, Yi Fan 0005, Wei Liu 0145, Michael Strube 0001. 2679-2688 [doi]
• LATE-IIMAS at Semeval-2026 Task 13: Evaluating GNNs, PLMs, LLMs, and Stylometry for Automatic Code IdentificationAndric Valdez, Emmanuel Ancona, Sebastián Bernardino, Helena Gómez-Adorno, Fazlourrahman Balouchzahi, Fabian Herrera. 2689-2696 [doi]
• UAlberta at SemEval-2026 Task 5: Disambiguating Stories via Task DecompositionDavid Basil, Junhyeon Cho, Chirooth Girigowda, Guoqing Luo, Sahir Momin, Sevryn Robinson, Ning Shi, Grzegorz Kondrak. 2697-2708 [doi]
• ChulaNLP at SemEval-2026 Task 4: Neural Aspect Composition for Narrative Story EmbeddingsJames Gampper, Attapol Rutherford. 2709-2714 [doi]
• GUNLP at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection (PsyCoMark)Rojin Ziaei, Mahsa Khoshnoodi, Nazli Goharian. 2715-2722 [doi]
• ChulaNLP at SemEval-2026 Task 5: Regression-Calibrated LLM for Word-Sense ScoringWayu Limsuwan, Attapol Rutherford. 2723-2728 [doi]
• The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric ApproachesSajib Bhattacharjee, Sha Newaz Mahmud, Md. Refaj Hossan, Kawsar Ahmed, Mohammed Moshiul Hoque. 2729-2743 [doi]
• IIMAS-RAG at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Answerability-Conditioned Generation for Multi-Turn RAGVania Raya-Rios, Helena Gómez-Adorno, Leon Hecht, Pedro Vázquez-Osorio, Erick Fabián-Sandoval, Jesús Vázquez-Osorio, Diego Hernández-Bustamante. 2744-2753 [doi]
• ServSocIA at Semeval-2026 Task 9: Evaluating Prompt Strategies for Polarization DetectionJacob Altamirano, Mario Leon Pérez, Bruno Ruiz-Juarez, Luis Chiruzzo, Helena Gómez-Adorno, Fazlourrahman Balouchzahi. 2754-2759 [doi]
• Joshualee2 at SemEval-2026 Task 9: Cross-Lingual Transformer-Based Polarization DetectionJoshua Lee. 2760-2764 [doi]
• Cherish at SemEval-2026 Task 2: Enhancing RoBERTa-Based Models for Emotional Valence and Arousal Prediction in Ecological Essays with Personalized PLoRA and Temporal EmbeddingsCetta Parahita. 2765-2770 [doi]
• NLP-CEIA-UFG at SemEval-2026 Task 8: Iterative Retrieval with Notes-Guided Query Refinement for Multi-Turn RAGGuilherme Dutra, André Felipe Caraíba, Nádia Félix F. da Silva, Paulo Dos Santos, Deborah Silva Fernandes, Sávio Salvarino De Oliveira. 2771-2778 [doi]
• Sentiment Syndicate at SemEval-2026 Task 6: Reframing Political Question-Answer Interactions via Natural Language Inference for Clarity Level ClassificationRafi Rafsan. 2779-2786 [doi]
• clulab-retrieval at SemEval-2026 Task 8: A Comparative Analysis of Dense Retrievers and HyDE for Multi-Turn Conversational RetrievalHyungji Kim, Siva Rohit Kondapaneni, Steven Bethard. 2787-2792 [doi]
• Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data AugmentationHaotan Guo, Hongbin Na, Zimu Wang, Wei Wang 0042. 2793-2799 [doi]
• ttda704 at SemEval-2026 Task 4: Modeling Narrative Structures via Pseudonymization and Multi-View Sentence AlignmentTai Tran Tan, An Thien. 2800-2809 [doi]
• PingAn-NLP at SemEval-2026 Task 9: Multi-Stage Alignment via GRPO and Tiered Ensemble Voting for Multilingual Polarization DetectionDiyang Chen, Youzhen Pang. 2810-2816 [doi]
• ttda704 at SemEval-2026 Task 6: Structured Chain-of-Thought Prompting for Political Evasion DetectionTai Tran Tan, An Dinh. 2817-2829 [doi]
• Multi-Label Polarization Classification with twHIN-BERT and SCUT Threshold OptimizationIlinca Vandici, Ådne Jøssing, Lukas Viestädt. 2830-2837 [doi]
• DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization ClassificationVeronica Orsanigo, Alan Ramponi, Elisa Leonardelli. 2838-2851 [doi]
• CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event ReasoningVidur Gupta, Xiaofei Zhao, Jason Shaye. 2852-2859 [doi]
• CUETClashing at SemEval-2026 Task 1: Multilingual Joke Generation Under Lexical and Topical Constraints Using Small Instruction-Tuned LLMsMadiha Ahmed Chowdhury, Lamia Khan, Faozia Fariha, Symom Hossain Shohan, Mohammed Moshiul Hoque. 2860-2865 [doi]
• Osint at SemEval-2026 Task 13: A Distribution-Aware Framework for Machine-Generated Code Detection and Multi-Source Authorship AttributionShifali Agrahari, Abhishek Anand, Shubham Kannaujiya, Sanasam Ranbir Singh, Sujit Kumar. 2866-2876 [doi]
• PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization DetectionAbdullah Mohammad. 2877-2885 [doi]
• NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization DetectionMiriam Calderón Reyes, Fernando Sánchez-Vega, Adrián Pastor López-Monroy. 2886-2893 [doi]
• Dawn at SemEval-2026 Task 8: Structured Control Decomposition for Faithful Multi-Turn Retrieval-Augmented GenerationFeiling Li, Xiaoya Qi, Xunyue Wang, Pusheng Chen, Zhiwen Tang, Han Yang. 2894-2902 [doi]
• SYSUpporter at SemEval-2026 Task 13: Leveraging Stylistic Signals and Language-Aware Truncation for Machine-Generated Code DetectionLongfeng Chen, Zheng Xiao. 2903-2909 [doi]
• ssurface3 at SemEval-2026 Task 3: Efficient Methods for Multilingual Dimensional Aspect-Based Sentiment AnalysisAnatolii Frolov, Elisei Rykov. 2910-2919 [doi]
• The Argonauts at SemEval-2026 Task 9: Multilingual Polarization Detection and Classification Using LLM Prompting and Transformer Fine-TuningSha Newaz Mahmud, Sajib Bhattacharjee, Md. Refaj Hossan, Kawsar Ahmed, Mohammed Moshiul Hoque. 2920-2931 [doi]
• TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative UnderstandingAnna Colli, Benedictus Kent Rachmat, Eve Sauvage, Delphine Battistelli, Thomas Gerald, Cyril Grouin, Julien Tourille, Zheng Zhang. 2932-2938 [doi]
• DeltaSHAP: a Shapley Value Framework for Interpreting Political AmbiguitySven-Alexander Gal, Rodica Ioana Lung. 2939-2945 [doi]
• INFOTEC-NLP at SemEval-2026 Task 9: Comparing Regional Transformers and Bag-of-Words Approaches for Polarization Detection in SpanishEduardo C. C. Hernandez-Garcia, Guillermo Ruiz, Mario Graff. 2946-2953 [doi]
• Aatman at SemEval-2026 Task 9: Transfer Learning for Multilingual Polarization DetectionAatman Vaidya. 2954-2959 [doi]
• ZYC at SemEval-2026 Task 5: Application of BERT-based Contextual Embeddings Similarity for WSDSunny Zhou, Jordan Youner, Dean Cahill. 2960-2966 [doi]
• MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO AlignmentSina Eskandari, Seyed Amirreza Mousavi, Amirreza Rahimi, Mona Pouresmaeil, Marcello Vitaggio, Claudio Savelli, Riccardo Coppola, Flavio Giobergia. 2967-2971 [doi]
• uva-irlab-conv at SemEval-2026 Task 8: Multi-Turn RAG with Learned Sparse Retrieval and Listwise RerankingSimon Lupart, Kidist Amde Mekonnen, Zahra Abbasiantaeb, Mohammad Aliannejadi. 2972-2980 [doi]
• Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story SimilarityChandan Kumar R. S, Vinay Ulli. 2981-2985 [doi]
• DANGNT@SGU at SemEval-2026 Task 1: A Two-Stage Mistral Generator with DistilBERT Reranking for English Humor GenerationTan Loc Nguyen, Dang Tuan Nguyen. 2986-2990 [doi]
• LingoResearchGroup at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization DetectionPritam Kadasi, Anuj Tiwari, Mayank Singh 0001. 2991-3001 [doi]
• ABARUAH at SemEval-2026 Task 9: Multilingual Polarization Detection across Seven Indic Languages using Qwen3Arup Baruah. 3002-3009 [doi]
• DUTIR at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation LearningTala Borjigin, Liang Yang. 3010-3014 [doi]
• j10official at SemEval-2026 Task 1: Neurosymbolic Humor Generation via GTVH-Guided LLM DecompositionJatin Agrawal, Radhika Mamidi. 3015-3026 [doi]
• BertKittens at SemEval-2026 Task 3: Multi-Domain Aspect Sentiment with BERT/DeBERTa Ensembles for VA Regression and Aspect-Opinion-VA TripletsArseny Sukhodolsky, Ruslan Salimgareev, Tatiana Ianshina. 3027-3034 [doi]
• NarSiL at SemEval-2026 Task 4: A Multi-Expert, Multi-Pathway System for Narrative Story SimilarityBogdan Octavian Grecu, Costin Chiru, Oana Cocarascu. 3035-3044 [doi]
• Sagarmatha at SemEval-2026 Task 9: Heterogeneous Ensembling and Hierarchical Task Conditioning for Multilingual Latent Distributional Divergence ModelingSujal Maharjan, Astha Shrestha, Pratikshya Shrestha. 3045-3051 [doi]
• Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code DetectionJany-Gabriel Ispas, Sergiu Nisioi. 3052-3059 [doi]
• B B at SemEval-2026 Task 6: A RoBERTa-based Model with NLI-derived Semantic Features for Clarity-Level Classification of Political Question EvasionChi-Bo Lin, Boyang Yu. 3060-3067 [doi]
• BITS Pilani at SemEval-2026 Task 9: Structured Supervised Fine-Tuning with DPO Refinement for Polarization DetectionAtharva Gupta, Dhruv Kumar 0001, Yash Sinha. 3068-3079 [doi]
• MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution ShiftGiorgia Rosalia Buccelli, Antonella Coviello, Alexandra Elena Holota, Marco Scaglione, Simone Scalora, Claudio Savelli, Riccardo Coppola, Flavio Giobergia. 3080-3088 [doi]
• JCT at SemEval-2026 Task 4: A Multi-Method Approach to Narrative Story SimilarityDvori Rosenfeld, Rinat Walles, Chaya Liebeskind. 3089-3094 [doi]
• Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense PlausibilityPawan Rajpoot. 3095-3102 [doi]
• GigitAI at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Zero-Shot Generation for Multi-Turn Conversational RAGSaran Kumar Krishnasamy, Inez Wihardjo. 3103-3111 [doi]
• GheGheGhe at SemEval-2026 Task 11: Decoupling Logic from Belief with Bias-Targeted Fine-Tuning and Neuro-Symbolic Syllogistic ReasoningGogu Razvan, Stefan Placintescu, Sofia Vultur. 3112-3123 [doi]
• contestant001 at SemEval-2026 Task 13 Stylometric and TF-IDF-Based Detection of Machine-Generated CodeBora Ozaylar. 3124-3129 [doi]
• VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP EnsemblePablo Pertuz-Duran, Edwin Puertas, Juan Carlos Martínez Santos, Jairo Serrano. 3130-3136 [doi]
• CultRAG at SemEval-2026 Task 7: Hybrid Sparse-Dense Retrieval with Entity-Centric Knowledge Bases for Cultural MCQ AnsweringAditya Singh, Rickarya Das. 3137-3142 [doi]
• uircis at SemEval-2026 Task 8: A Unified Lightweight Pipeline for Multi-Turn RAG EvaluationJiaqi Zhang, Wenbin Duan, Yingqi Zhang, Yan Li, Binyang Li. 3143-3148 [doi]
• AKCIT-UFG at SemEval-2026 Task 8: Structured Chunking and Optimized Query Reformulation for Efficient Multi-Turn RetrievalDavid Ferreira, Wilson Ramos, Priscila Ribeiro, Emanuel Passinato, Diogo Fernandes, Arlindo R. G. Filho. 3149-3155 [doi]
• INF-rsrs at SemEval-2026 Task 1: Is the best really better? The limits of creative work in the era of LLMsGuilherme Bazzo, Eduardo Faé, Júlia Junqueira, Higor Moreira, Lucas Rafael Costella Pessutto. 3156-3164 [doi]
• CodeDet-NITS at SemEval-2026 Task 13: AI Code Authorship Detection Beyond TruncationLekkala Sai Teja, Annepaka Yadagiri, Kshitij Patiyal, Sangam Sai Anish, Partha Pakray. 3165-3168 [doi]
• NIT-Agartala-NLP-Team at SemEval-2026 Task 9: A Weighted Soft-Voting Ensemble Framework of Fine-Tuned LLMs for Binary and Multi-Label Polarization DetectionShivam, Manish Kumar, Anupam Jamatia. 3169-3181 [doi]
• uir-cis-7 at SemEval-2026 Task 7: Zero-Shot Chain-of-Thought Reasoning for Cross-Cultural Daily KnowledgeJianning Gao, Xianling Mao, ShuMin Shi, Duanzhi Zhaxi, Yingbo Sun, Xiandeng Li, Binyang Li. 3182-3187 [doi]
• HHU-SyLo at SemEval-2026 Task 11: Logic in the Loop - Hybridizing LLMs and Theorem Provers for Robust Formal ReasoningWiebke Petersen, Cherine Jaziri, Diem Tran. 3188-3198 [doi]
• UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask SpecializationJulio Cesar Fuganti, Tulio Ferreira Leite Da Silva, Adelino Gala, Francisco Supino Marcondes, José Machado 0001, Paulo Novais. 3199-3208 [doi]
• ASTraNet at SemEval-2026 Task 13: Not All Code Looks the Same: Multi-View Structural and Semantic Detection of Machine-Generated CodeRuwad Naswan, Dipit Saha, Md. Kabir, Nabiha Tahseen. 3209-3217 [doi]
• RPI Team at SemEval-2026 Task 3: An LLM-Encoder Ensemble for Coarse-to-Fine Valence-Arousal Sentiment PredictionMohammed Shahid Modi, Boleslaw K. Szymanski. 3218-3224 [doi]
• CLRG at SemEval-2026 Task 3: One Size Does Not Fit All: A Resource Adaptive Framework for Dimensional Sentiment RegressionWardat Iqbal, Ruwad Naswan, Swakkhar Shatabda. 3225-3231 [doi]
• PolarMind at SemEval-2026 Task 9: Leveraging LaBSE with Progressive Curriculum Learning for Multicultural PolarizationSandeep s, Mothish M, Sachin Sundar. 3232-3239 [doi]
• CredenceAI at SemEval-2026 Task 10: A Span-Consistency Network with Cross-Marker Attention for Conspiracy Marker ExtractionIshaan Karan. 3240-3249 [doi]
• Models Without Borders at SemEval-2026 Task 7: Bridging Cultural Contexts with Search-Grounded QASwetha Krishna Sriram, Nirupama Sekar. 3250-3257 [doi]
• KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion DetectionArchie Sage, Salvatore Greco. 3258-3273 [doi]
• ICI Innolabs at SemEval-2026 Task 13: Sliding Windows Meet Code TransformersSebastian Balmus, Bogdan Dura. 3274-3279 [doi]
• K-NLPers at SemEval-2026 Task 7: Multiple LLM Agent Debate System for Everyday Knowledge Across Diverse Languages and CulturesJiwoo Song, Sihyeong Yeom, Harksoo Kim. 3280-3296 [doi]
• ShefFriday at SemEval-2026 Task 9: LLM-Based Annotation Methods for Detecting Multilingual, Multicultural and Multievent Online PolarisationOwen Cook, Meredith Gibbons, Xingyi Song. 3297-3309 [doi]
• REGLAT at SemEval-2026 Task 12: Multi-Strategy Ensemble Reasoning for Event Causality IdentificationMariam L. Francies, Nsrin Ashraf, Ahmed M. Fetouh, Asad Khalil, Hamada Nayel. 3310-3315 [doi]
• NASIMLab at SemEval-2026 Task 9: A Comparative Analysis of Fine-Tuned Small Language Models vs. Generative Large Language Models for Multilingual Polarization Type DetectionNeel Ganapathi Sabhahit, Sanjeevan Selvaganapathy, Mehwish Nasim. 3316-3327 [doi]
• COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging NarrativesAzwad Anjum Islam, Tisa Islam Erana. 3328-3336 [doi]
• uir-cis at SemEval-2026 Task 12: Mitigating Prior-Induced Hallucinations in Retrieval-Augmented Reasoning via Precision-Oriented DecodingChiyao Zhou, Zebing Wang, Kexin Deng, Yaru Zhao, Lin Deng, Binyang Li. 3337-3342 [doi]
• RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the BarMarek Suppa, Viktoria Ondrejova, Lucia Ganajová, Gregor Karetka, Daniel Skala. 3343-3356 [doi]
• AKCIT at SemEval-2026 Task 13: A Lightweight LightGBM Baseline for Cross-Language Detection of LLM-Generated CodeRone Brandao Filho, Walcy Santos Rezende Rios, Lucas L. Neves, Jose Ricardo Fleury Oliveira, Diogo Fernandes, Arlindo R. Galvão Filho. 3357-3362 [doi]
• UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic ReasoningIvan Kartác, Kristýna Onderková, Jan Bronec, Zdenek Kasner, Mateusz Lango, Ondrej Dusek. 3363-3376 [doi]
• SyntaxMind at SemEval-2026 Task 6: Exploring Transformers and LLMs for Unmasking Political Question EvasionsMd. Shihab Uddin Riad. 3377-3381 [doi]
• IIITH Boys at SemEval-2026 Task 4: StoryNet - Understanding Narrative Story Similarity through Symbolic RepresentationsAmol Vijayachandran, Ananth Rajesh, Siddharth Mago, Maitreya Prafulla Chitale, Aparajitha Allamraju. 3382-3393 [doi]
• Yam at SemEval-2026 Task 4: Failure-Driven Prompt Evolution for Narrative ComparisonYen Yee Yam, Hong Meng Yam. 3394-3398 [doi]
• Pinetree at SemEval-2026 Task 7: A Large-Scale Failure Analysis of Cultural Grounding in Language ModelsYen Yee Yam, Hong Meng Yam. 3399-3407 [doi]
• TUCNLP at SemEval-2026 Task 11: Neuro-Symbolic Content Stripping for Debiased Syllogistic ReasoningRafael Butas, Alex-Mihai Lapusan, Camelia Lemnaru, Rodica Potolea. 3408-3421 [doi]
• Truth Gradient at SemEval-2026 Task 10: Conspiracy Belief Detection via Narrative Density and Mean PoolingEkansh Goyal. 3422-3431 [doi]
• GigitAI at SemEval-2026 Task 11: Hybrid Symbolic-Neural Approach for Syllogistic Validity ClassificationSaran Krishnasamy. 3432-3441 [doi]
• Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political InterviewsSiva Nuthakki, Sanjay Pulagam, Sai Woona. 3442-3445 [doi]
• FunnyBorg at SemEval-2026 Task 1: Humor GenerationStefan Oprea, Lacrimioara Toma Oprea, Maria Paval-Istrate, Diana Trandabat, Daniela Gifu. 3446-3448 [doi]
• Habib University at SemEval-2026 Task 3: A Pipeline Approach for Dimensional Aspect-Based Sentiment AnalysisMuhammad Affan, M. Hassan Shahzad, Mikaal Imam, Moiz Zulfiqar, Sandesh Kumar, Abdul-Samad. 3449-3459 [doi]
• SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation LearningHans Ole Hatzel, Ekaterina Artemova, Haimo Stiemer, Evelyn Gius, Chris Biemann. 3460-3478 [doi]
• CophiWue at SemEval-2026 Task 4: Symbolic Narrative Profiling with Taxonomy-Guided Extraction and Contrastive Fine-TuningLeonard Konle, Fotis Jannidis. 3479-3484 [doi]
• Farhan Nafis Rayhan at SemEval-2026 Task 13: Supervised Contrastive Learning Approach with Gated Multiclass Decomposition Ensemble Architecture for Code Authorship IdentificationFarhan Rayhan, Fariska Z. Ruskanda. 3485-3494 [doi]
• CUET320 at SemEval-2026 Task 10: Few-Shot Large Language Models for Psycholinguistic Marker Extraction and Conspiracy DetectionFaozia Fariha, Lamia Khan, Madiha Ahmed Chowdhury, Kawsar Ahmed, Mohammed Moshiul Hoque. 3495-3507 [doi]
• UTD-HLTRI at SemEval 2026 Task 4: Reasoning like an Expert for Inferring Narrative SimilarityRakshitha Rao Ailneni, Maitry Bhavsar, Sanda M. Harabagiu. 3508-3519 [doi]
• Team Vivek Dhayaal at SemEval-2026 Task 13 Subtask B: Multi-Class Authorship DetectionDavid Rodriguez, Mario Graff. 3520-3523 [doi]
• CSE-UOI at SemEval-2026 Task 6: A Two-Stage Heterogeneous Ensemble with Deliberative Complexity Gating for Political Evasion DetectionChristos Tzouvaras, Konstantinos Skianis, Athanasios Voulodimos. 3524-3535 [doi]
• ABARUAH at SemEval-2026 Task 1: Leveraging High-Resolution VLMs and Reasoning LLMs for Multimodal Humor GenerationArup Baruah. 3536-3543 [doi]
• AI@UMS at SemEval-2026 Task 6: Handling Long Question-Answer Pairs with Sliding Window Models for Clarity and Evasion AnalysisIkhlasul Amal, Zia Ul Zafar, Choiru Firdaus, Endang Wahyu Pamungkas. 3544-3548 [doi]
• GUIR at SemEval-2026 Task 7: Probing Cultural Knowledge in LLMs via Multi-Agent DebateReihaneh Iranmanesh, Ophir Frieder, Nazli Goharian. 3549-3561 [doi]
• NAMAA at SemEval-2026 Task 9: Comparing Generative, Retrieval-Augmented, and Discriminative Methods for Arabic Online Polarization Detection and Type ClassificationAbdelbasset Djamai, Sahara Al-Madi, Norah Al-Zaid, Khloud Al Jallad, Mona Azim. 3562-3590 [doi]
• MoMo at SemEval-2026 Task 9: Inference-Only Prompting vs. Fine-Tuning for Multilingual Polarization DetectionSushant Ray, Rakshita Saksainaa. 3591-3601 [doi]
• Codexa at SemEval-2026 Task 13: Loss Engineering and Diverse Ensemble Strategies for Multi-Class Code Authorship AttributionAnil Dervisoglu, Atakan Site. 3602-3607 [doi]
• StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization DetectionTeodor Ivanusca, Dan Dodun-Des-Perrieres, Stefana Gheorghita. 3608-3620 [doi]
• CoPol at SemEval-2026 Task 9: Modeling Polarization Type Co-occurrence with Label Correlation NetworksPushkar Arora. 3621-3627 [doi]
• SemEval-2026 Task 10: PsyCoMark - Psycholinguistic Conspiracy Marker Extraction and DetectionMattia Samory, Felix Soldner, Veronika Batzdorfer. 3628-3639 [doi]
• SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application ScenariosDaniil Orel, Dilshod Azizov, Indraneil Paul, Yuxia Wang 0003, Iryna Gurevych, Preslav Nakov. 3640-3658 [doi]
• SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language ModelsPengfei Cao, Mingxuan Yang, Yubo Chen 0001, Chenlong Zhang, Mingxuan Liu, Kang Liu 0001, Jun Zhao 0001. 3659-3672 [doi]
• SemEval-2026 Task 8: MTRAGEval: Evaluating Multi-Turn RAG ConversationsSara Rosenthal, Vraj Shah, Yannis Katsis, Marina Danilevsky. 3673-3690 [doi]
• SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative UnderstandingJanosch Gehring, Selina Meyer, Michael Roth. 3691-3703 [doi]
• SemEval-2026 Task 6: CLARITY - Unmasking Political Question EvasionsKonstantinos Thomas, Giorgos Filandrianos, Maria Lymperaiou, Chrysoula Zerva, Giorgos Stamou. 3704-3715 [doi]
• SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language ModelsMarco Valentino, Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, André Freitas. 3716-3730 [doi]
• SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological EssaysNikita Soni 0002, H. Andrew Schwartz, Ryan L. Boyd, Phi Long Bui, Syeda Mahwish, August Hsååkan Nilsson, Adithya V. Ganesan, Lyle H. Ungar, Niranjan Balasubramanian, Saif M. Mohammad. 3731-3752 [doi]
• SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)Liang-Chih Yu, Jonas Becker, Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Lung-Hao Lee, Ying-Lung Lin, Jin Wang 0008, Jan Philip Wahle, Terry Lima Ruas, Natalia V. Loukachevitch, Alexander Panchenko, Ilseyar Alimova, Lilian Diana Awuor Wanzare, Nelson Odhiambo Onyango, Bela Gipp, Kai-Wei Chang 0001, Saif M. Mohammad. 3753-3778 [doi]
• SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online PolarizationUsman Naseem, Robert Geislinger, Ada Ren, Sarah Kohail, Rudy Alexandro Garrido Veliz, P. Sam Sahil, Yiran Zhang, Marco Antonio Stranisci, Idris Abdulmumin, Özge Alaçam, Cengiz Acartürk, Aisha Jabr, Saba Anwar, Abinew Ali Ayele, Elena Tutubalina, Aung Kyaw Htet, Xintong Wang 0001, Surendrabikram Thapa, Tanmoy Chakraborty 0002, Dheeraj Kodati, Sahar Moradizeyveh, Firoj Alam, Ye Kyaw Thu, Shantipriya Parida, Ihsan Ayyub Qazi, Lilian Diana Awuor Wanzare, Nelson Odhiambo, Clemencia Siro, Ibrahim Said Ahmad, Adem Chanie Ali, Martin Semmann, Chris Biemann, Shamsuddeen Hassan Muhammad, Seid Muhie Yimam. 3779-3796 [doi]
• SemEval-2026 Task 1: MWAHAHA, Models Write Automatic Humor And Humans AnnotateSantiago Castro, Luis Chiruzzo, Santiago Góngora, Naihao Deng, Salar Rahili, Ignacio Sastre, Aiala Rosá, Victoria Amoroso, Guillermo Rey, Guillermo Moncecchi, J. A. Meaney, Juan José Prada, Rada Mihalcea. 3797-3822 [doi]
• SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and CulturesNedjma Ousidhoum, Junho Myung, Carla Pérez-Almendros, Jiho Jin, Amr Keleg, Meriem Beloucif, Yi Zhou 0019, Rodrigo Agerri, Vladimir Araujo, Naomi Baes, James Barry, Joanne Boisson, Nancy F. Chen, Christine de Kock. 3823-3837 [doi]