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2026

Experimental IR Meets Multilinguality, Multimodality, and Interaction - 16th International Conference of the CLEF Association, CLEF 2025, Madrid, Spain, September 9-12, 2025, ProceedingsJorge Carrillo-de-Albornoz, Alba García Seco de Herrera, Julio Gonzalo, Laura Plaza, Josiane Mothe, Florina Piroi, Paolo Rosso, Damiano Spina, Guglielmo Faggioli, Nicola Ferro 0001, editors, Volume 16089 of Lecture Notes in Computer Science, Springer, 2026. [doi]

2025

Overview of the CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Normalization, and RetrievalFiroj Alam, Julia Maria Struß, Tanmoy Chakraborty 0002, Stefan Dietze, Salim Hafid, Katerina Korre, Arianna Muti, Preslav Nakov, Federico Ruggeri, Sebastian Schellhammer, Vinay Setty, Megha Sundriyal, Konstantin Todorov, Venktesh V. clef 2026: 199-223 [doi]

Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism DetectionJanek Bevendorff, Daryna Dementieva, Maik Fröbe, Bela Gipp, André Greiner-Petter, Jussi Karlgren, Maximilian Mayerl, Preslav Nakov, Alexander Panchenko, Martin Potthast, Artem Shelmanov, Efstathios Stamatatos, Benno Stein 0001, Yuxia Wang, Matti Wiegmann, Eva Zangerle. clef 2026: 388-411 [doi]

LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific DataMatteo Cancellieri, Alaa El-Ebshihy, Tobias Fink, Maik Fröbe, Petra Galuscáková, Gabriela González Sáez, Lorraine Goeuriot, David Iommi, Jüri Keller, Petr Knoth, Philippe Mulhem, Florina Piroi, David Pride, Philipp Schaer. clef 2026: 363-387 [doi]

Overview of the CLEF 2025 JOKER Lab: Humour in MachineLiana Ermakova, Ricardo Campos 0001, Anne-Gwenn Bosser, Tristan Miller. clef 2026: 315-337 [doi]

Overview of the CLEF 2025 SimpleText Track - Simplify Scientific Text (and Nothing More)Liana Ermakova, Hosein Azarbonyad, Jan Bakker, Benjamin Vendeville, Jaap Kamps. clef 2026: 436-463 [doi]

Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttackArnisa Fazla, Lucas Krauter, David Guzman Piedrahita, Andrianos Michail. clef 2026: 89-116 [doi]

Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital ManagementLuis Gascó, Hermenegildo Fabregat, Laura García-Sardiña, Paula Estrella, Daniel Deniz, Álvaro Rodrigo, Rabih Zbib. clef 2026: 464-485 [doi]

From Uniform to Unique: Adaptive K-12 Assessment Using Large Language ModelsLokesh Goenka, Ajay Mukund S, P. Sunil Kumar. clef 2026: 3-16 [doi]

Selective Search as a First-Stage RetrieverGijs Hendriksen, Djoerd Hiemstra, Arjen P. de Vries. clef 2026: 17-33 [doi]

Spatially Grounded Explanations in VisionLanguage Models for Document Visual Question AnsweringMaximiliano Hormazábal, Héctor Cerezo-Costas, Dimosthenis Karatzas. clef 2026: 34-41 [doi]

Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation ApplicationsBogdan Ionescu, Henning Müller, Dan-Cristian Stanciu, Alexandra-Georgiana Andrei, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Vassili Kovalev, Hendrik Damm, Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Benjamin Bracke, Obioma Pelka, Bahadir Eryilmaz, Helmut Becker, Wen-wai Yim, Noel Codella, Roberto A. Novoa, Josep Malvehy, Dimitar Dimitrov 0003, Rocktim Jyoti Das, Zhuohan Xie, Ming Shan Hee, Preslav Nakov, Ivan Koychev, Steven Alexander Hicks, Sushant Gautam, Michael A. Riegler, Vajira Thambawita, Pål Halvorsen, Diandra Fabre, Cécile Macaire, Benjamin Lecouteux, Didier Schwab, Martin Potthast, Maximilian Heinrich, Johannes Kiesel, Moritz Wolter, Sharat Anand, Benno Stein 0001. clef 2026: 290-314 [doi]

Overview of ELOQUENT 2025: Shared Tasks for Evaluating Generative Language Model QualityJussi Karlgren, Ekaterina Artemova, Ondrej Bojar, Marie Isabel Engels, Vladislav Mikhailov, Pavel Sindelár, Erik Velldal, Lilja Øvrelid. clef 2026: 224-241 [doi]

Simplified Longitudinal Retrieval Experiments: A Case Study on Query Expansion and Document BoostingJüri Keller, Maik Fröbe, Gijs Hendriksen, Daria Alexander, Martin Potthast, Philipp Schaer. clef 2026: 117-127 [doi]

SimpleText Best of Labs in CLEF-2024: Application of Large Language Models for Scientific Text SimplificationNicholas Largey, Reihaneh Maarefdoust, Shea Durgin, Behrooz Mansouri. clef 2026: 128-141 [doi]

Overview of eRisk 2025: Early Risk Prediction on the InternetJavier Parapar, Anxo Pérez, Xi Wang 0012, Fabio Crestani. clef 2026: 242-265 [doi]

Overview of QuantumCLEF 2025: The Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEFAndrea Pasin, Maurizio Ferrari Dacrema, Washington Cunha, Marcos André Gonçalves, Paolo Cremonesi, Nicola Ferro 0001. clef 2026: 412-435 [doi]

Language-Based Mixture of Transformers for Sexism Identification in Social NetworksAlexandru Petrescu, Ciprian-Octavian Truica, Elena Simona Apostol. clef 2026: 142-155 [doi]

Overview of EXIST 2025: Learning with Disagreement for Sexism Identification and Characterization in Tweets, Memes, and TikTok VideosLaura Plaza, Jorge Carrillo-de-Albornoz, Iván Árcos, Paolo Rosso, Damiano Spina, Enrique Amigó, Julio Gonzalo, Roser Morante. clef 2026: 266-289 [doi]

Better Call Claude: Can LLMs Detect Changes of Writing Style?Johannes Römisch, Svetlana Gorovaia, Mariia Halchynska, Gleb Schmidt, Ivan P. Yamshchikov. clef 2026: 42-56 [doi]

MedAID-ML: A Multilingual Dataset of Biomedical Texts for Detecting AI-Generated ContentPatrick Styll, Leonardo Campillos Llanos, Jorge Fernández García, Isabel Segura-Bedmar. clef 2026: 57-73 [doi]

Humour Classification According to Genre and Technique by Fine-Tuning LLMsShih-Hung Wu, Tsz-Yeung Lau, Yu-Feng Huang. clef 2026: 156-169 [doi]

Taxonomy Generation for Scientific Concepts Using Large Language ModelsYue Zhang, Zi Long Zhu, Artemis Çapari, Hosein Azarbonyad, Zubair Afzal, George Tsatsaronis 0001. clef 2026: 74-86 [doi]

2024

JOKER Track @ CLEF 2024: the Jokesters' approaches for retrieving, classifying, and translating wordplayHarouna Baguian, Huynh Nina Ashley. clef 2024: 1811-1817 [doi]

University of Split and University of Malta (Team AB&DPV) at the CLEF 2024 SimpleText Track: Scientific Text Made Simpler Through the Use of Artificial IntelligenceAntonia Bartulovic, Dóra Paula Váradi. clef 2024: 3195-3205 [doi]

University of Split and University of Malta (Team AB&DPV) at the CLEF 2024 JOKER Track: From 'LOL' to 'MDR' Using Artificial Intelligence Models to Retrieve and Translate PunsAntonia Bartulovic, Dóra Paula Váradi. clef 2024: 1818-1825 [doi]

ELiRF-VRAIN at eRisk 2024: Using LongFormers for Early Detection of Signs of AnorexiaAndreu Casamayor, Vicent Ahuir, Antonio Molina, Lluís-Felip Hurtado. clef 2024: 803-812 [doi]

Fine-Grained Classification for Poisonous Fungi Identification with Transfer LearningChristopher Chiu, Maximilian Heil, Teresa Kim, Anthony Miyaguchi. clef 2024: 2016-2026 [doi]

VisionQAries at MEDIQA-MAGIC 2024: Small Vision Language Models for Dermatological DiagnosisPatrycja Cieplicka, Julia Klos, Maciej Morawski. clef 2024: 1545-1551 [doi]

SSNMLRGKSR at ImageCLEFmedical Caption 2024: Medical Concept Detection using DenseNet-121 with MultiLabelBinarizerRamyaa Dhinagaran, Sheerin Sitara Noor Mohamed, Kavitha Srinivasan. clef 2024: 1552-1559 [doi]

Methods for Training Convolutional Neural Networks to Identify Bird Species in Complex Soundscape RecordingsKonstantin Dmitriev. clef 2024: 2044-2052 [doi]

From Sentence Embeddings to Large Language Models to Detect and Understand WordplayRyan Rony Dsilva. clef 2024: 205-214 [doi]

AI Contributions to Simplifying Scientific Discourse in SimpleText 2024Regina Elagina, Petra Vucic. clef 2024: 3238-3245 [doi]

Working Notes of CLEF 2024: Effective Humor Analysis and TranslationRegina Elagina, Petra Vucic. clef 2024: 1834-1840 [doi]

AI Contributions to Simplifying Scientific Discourse in SimpleText 2024Regina Elagina, Petra Vucic. clef 2024: 3238-3245 [doi]

Text-To-Picto using Lexical SimplificationAbbhinav Elliah, Ananth Narayanan P, Bhuvan S, Palaniappan Mirunalini. clef 2024: 1579-1584 [doi]

OpenWGAN-GP for Fine-Grained Open-Set Fungi ClassificationJack N. Etheredge. clef 2024: 2066-2082 [doi]

Generalizable Training Techniques for Fine-Grained Long-Tailed Image Recognition: Transferring Methods Optimized for FungiCLEF 2024 to SnakeCLEF 2024Jack N. Etheredge. clef 2024: 2053-2065 [doi]

Detecting Training Data and Generative Model Fingerprints in Synthetic CT Scans Using Machine LearningAmilcare Gentili. clef 2024: 1613-1618 [doi]

gerber at Touché: Ideology and Power Identification in Parliamentary Debates 2024Christian Gerber. clef 2024: 3384-3392 [doi]

SSN-NLP at CheckThat! 2024: Assessing the Check-Worthiness of Tweets and Debate Excerpts Using Traditional Machine Learning and Transformer ModelsSanjai Balajee Kannan Giridharan, Sanjjit Sounderrajan, B. Bharathi, Nilu R. Salim. clef 2024: 483-488 [doi]

DS@GT eRisk 2024: Sentence Transformers for Social Media Risk AssessmentDavid Guecha, Aaryan Potdar, Anthony Miyaguchi. clef 2024: 825-833 [doi]

Multi-Label Plant Species Classification with Self-Supervised Vision TransformersMurilo Gustineli, Anthony Miyaguchi, Ian Stalter. clef 2024: 2093-2102 [doi]

MindwaveML at eRisk 2024: Identifying Depression Symptoms in Reddit UsersRaluca-Maria Hanciu. clef 2024: 834-840 [doi]

Pixel Phantoms at Touché: Ideology and Power Identification in Parliamentary Debates using Linear SVCJanani Hariharakrishnan, Jithu Morrison S, Palaniappan Mirunalini. clef 2024: 3393-3400 [doi]

Palöri at CheckThat! 2024 Shared Task 6: GloTa - Combining GloVe Embeddings with RoBERTa for Adversarial AttackHaokun He, Yafeng Song, Dylan Massey. clef 2024: 473-482 [doi]

Domain Adaption for Birdcall Recognition: Progressive Knowledge Distillation with Semi-Supervised and Self-Supervised Soundscape LabelingLihang Hong. clef 2024: 2103-2109 [doi]

Generative Large Language Models Augmented Hybrid Retrieval System for Biomedical Question AnsweringBor-Woei Huang. clef 2024: 138-149 [doi]

LightGBM for Sexism Identification in MemesArnau García i Cucó, Miquel Obrador Reina. clef 2024: 1012-1017 [doi]

A Transformer Based Approach for Text-to-Picto GenerationAvaneesh Koushik, Jithu Morrison S, Palaniappan Mirunalini, Jothir Aditya R. K. clef 2024: 1656-1661 [doi]

Improving Bird Recognition using Pseudo-Labeled Recordings from the Target LocationMario Lasseck. clef 2024: 2110-2118 [doi]

Vayam Solve Kurmaha @ CLEF 2024: Task 2: Humor Classification according to Genre and Technique using BERT Embeddings and TransformersDhannya S. M, Lakshmi Priya S, Shreedevi Seluka Balaji, Sai Nikitha N. S. R, Shwetha S, Surabhi Kamath, Srinidhi Lakshmi Narayanan. clef 2024: 1895-1901 [doi]

Trio Titans at Check That_ 2024 : Check Worthiness EstimationSai Geetha M, Prarthna M, Chiranjeev Prasannaa V. V, Saritha M. clef 2024: 538-545 [doi]

CLEF 2024 JOKER Tasks 1-3: Humour identification and classificationRowan Mann, Tomislav Mikulandric. clef 2024: 1868-1875 [doi]

CLEF 2024 SimpleText Tasks 1-3: Use of Llama-2 for Text SimplificationRowan Mann, Tomislav Mikulandric. clef 2024: 3274-3283 [doi]

Sexism Identification in Social Networks: Advances in Automated Detection - A Report on the Exist Task at CLEFNimra Maqbool. clef 2024: 1098-1106 [doi]

Analyzing Generated Images using Machine LearningDiana Miranda, Aparna Rane, Bipin Naik. clef 2024: 1662-1667 [doi]

Transfer Learning with Self-Supervised Vision Transformers for Snake IdentificationAnthony Miyaguchi, Murilo Gustineli, Austin Fischer, Ryan Lundqvist. clef 2024: 2170-2177 [doi]

Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024Anthony Miyaguchi, Patcharapong Aphiwetsa, Mark McDuffie. clef 2024: 2144-2157 [doi]

Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024Anthony Miyaguchi, Adrian Cheung, Murilo Gustineli, Ashley Kim. clef 2024: 2158-2169 [doi]

CLEF 2024 JOKER Task 2 : Using RoBERTa and Bert-uncased for Humour Classification According to Genre and TechniqueSarvesh Narayanan, Jayasimman J, Shiva Ganesh V. clef 2024: 1876-1879 [doi]

Evaluating Poro-34B-Chat and Mistral-7B-Instruct-v0.1: LLM System Description for ELOQUENT at CLEF 2024Vasumathi Neralla, Sander Bijl de Vroe. clef 2024: 708-711 [doi]

DS@GT at Touché: Image Search and Ranking via CLIP and Image GenerationBenjamin Ostrower, Patcharapong Aphiwetsa. clef 2024: 3447-3450 [doi]

AI Authorship Verification: An Ensembled ApproachBenjamin Ostrower, Jacob Wessell, Abhinav Bindal. clef 2024: 2824-2828 [doi]

Farming Open LLMs for Biomedical Question AnsweringDimitra N. Panou, Alexandros C. Dimopoulos, Martin Reczko. clef 2024: 188-196 [doi]

Multilingual Sexism Detection in Memes, A CLIP-Enhanced Machine Learning ApproachUmera Wajeed Pasha. clef 2024: 1148-1156 [doi]

RoBERTa and Bi-LSTM for Human vs AI Generated Text DetectionPanagiotis Petropoulos, Vasilis Petropoulos. clef 2024: 2838-2842 [doi]

Comparative Evaluation of Humour Translation from English to Spanish: A Study with BLOOM and GoogletransOlga Popova. clef 2024: 1889-1894 [doi]

Bird-Species Audio Identification, Ensembling of EfficientNet-B0 and Pre-trained EfficientNet-B1 modelAaditya Porwal. clef 2024: 2178-2187 [doi]

Leveraging Diverse CNN Architectures for Medical Image Captioning: DenseNet-121, MobileNetV2, and ResNet-50 in ImageCLEF 2024Sriram Ram, Shashaank Vinoth, Rahul Natesh Gopalakrishnan, Aastick Amirteswar Balakumar, Lekshmi Kalinathan, Thomas Abraham Joseph Velankanni. clef 2024: 1720-1728 [doi]

Exploring Biodiversity: A Multi-Model Approach to Multi-Label Plant Species PredictionDarren Rawlings, Tim Chopard. clef 2024: 2188-2200 [doi]

Combining Recommender Systems and Language Models in Early Detection of Signs of AnorexiaOskar Riewe-Perla, Agata Filipowska. clef 2024: 888-893 [doi]

Tonirodriguez at CheckThat!2024: Is it Possible to Use Zero-Shot Cross-Lingual Methods for Subjectivity Detection in Low-Resources Languages?Antonio Rodríguez, Elisabet Golobardes, Jaume Suau. clef 2024: 590-597 [doi]

Vayam Solve Kurmaha at Touché: Power Identification in Parliamentary Speeches Using TF-IDF Vectorizer and SVM ClassifierLakshmi Priya S, Dhannya S. M, S. Shwetha, Surabhi Kamath, Shreedevi Seluka Balaji, Sai Nikitha N. S. R, Srinidhi Lakshmi Narayanan. clef 2024: 3483-3488 [doi]

Trojan Horses at Touché: Logistic Regression for Classification of Political DebatesDeepak Chandar S, Diya Seshan, Avaneesh Koushik, Palaniappan Mirunalini. clef 2024: 3478-3482 [doi]

Team riyahsanjesh at PAN: Multi-feature with CNN and Bi-LSTM Neural Network Approach to Style Change DetectionRiya Sanjesh, Alamelu Mangai. clef 2024: 2881-2885 [doi]

HALE Lab NITK at Touché 2024: A Hybrid Approach for Identifying Political Ideology and Power in Multilingual Parliamentary SpeechesSimhadri Sevitha, Mauli Mehulkumar Patel, Sowmya Kamath S.. clef 2024: 3489-3495 [doi]

Team karami-kheiri at PAN: Enhancing Machine-Generated Text Detection with Ensemble Learning Based on Transformer ModelsMohammad Karami Sheykhlan, Saleh Kheiri Abdoljabbar, Mona Nouri Mahmoudabad. clef 2024: 2682-2687 [doi]

Do Not Lose to Losses for SnakeCLEF2024Matej Sieber, Tomas Zelezný. clef 2024: 2209-2214 [doi]

Experimental Report on Robustness Task - ELOQUENT Lab @ CLEF 2024Annika Simonsen. clef 2024: 722-726 [doi]

Multimodal networks for Species Distribution ModelingAman R. Syayfetdinov. clef 2024: 2215-2222 [doi]

MarSan at PAN: BinocularsLLM, Fusing Binoculars' Insight with the Proficiency of Large Language Models for Machine-Generated Text DetectionEhsan Tavan, Maryam Najafi. clef 2024: 2901-2912 [doi]

A Time-Aware Approach to Early Detection of Anorexia: UNSL at eRisk 2024Horacio Thompson, Marcelo Errecalde. clef 2024: 902-907 [doi]

GAN-Amis: Evaluating Clustering of GAN-Generated Medical Images Using Custom and Pre-trained CNN Architectures to Identify GAN FingerprintsAman Upganlawar, Aarti Lad, Arnav Desai. clef 2024: 1755-1762 [doi]

Fraunhofer SIT at CheckThat! 2024: Adapter Fusion for Check-Worthiness DetectionInna Vogel, Pauline Möhle. clef 2024: 666-671 [doi]

Arthur Schopenhauer at Touché 2024: Multi-Lingual Text Classification Using Ensembles of Large Language ModelsHamza Yunis. clef 2024: 3509-3517 [doi]

A Conspiracy Theory Text Detection Method based on RoBERTa and XLM-RoBERTa ModelsZhengqiao Zeng, Zhongyuan Han, Jingyan Ye, Yaozu Tan, Haojie Cao, Zengyao Li, Runjin Huang. clef 2024: 3002-3006 [doi]

Biomedical Nested NER with Large Language Model and UMLS HeuristicsWenxin Zhou. clef 2024: 245-252 [doi]

Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical QuestionsWenxin Zhou, Thuy Hang Ngo. clef 2024: 253-268 [doi]

Conspiracy Theory Detection using Transformers with Multi-task and Multilingual ApproachesLeon Zrnic. clef 2024: 3012-3020 [doi]

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