Table of Contents

• Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position BiasAnshuman Chhabra, Hadi Askari, Prasant Mohapatra. 1-11 [doi]
• Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data?Xiangru Tang, Yiming Zong, Jason Phang, Yilun Zhao 0001, Wangchunshu Zhou, Arman Cohan, Mark Gerstein. 12-34 [doi]
• Improving Toponym Resolution by Predicting Attributes to Constrain Geographical Ontology EntriesZeyu Zhang, Egoitz Laparra, Steven Bethard. 35-44 [doi]
• Advancing Regular Language Reasoning in Linear Recurrent Neural NetworksTing-Han Fan, Ta-Chung Chi, Alexander Rudnicky. 45-53 [doi]
• Extracting Lexical Features from Dialects via Interpretable Dialect ClassifiersRoy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos. 54-69 [doi]
• Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt LearningGe Bai, Chenji Lu, Daichi Guo, Shilong Li, Ying Liu, Zhang Zhang, Guanting Dong, Ruifang Liu, Yong Sun. 70-78 [doi]
• Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation ExtractionShilong Li, Ge Bai, Zhang Zhang, Ying Liu, Chenji Lu, Daichi Guo, Ruifang Liu, Yong Sun. 79-85 [doi]
• Personalized Review Recommendation based on Implicit dimension miningBei Xu, Yifan Xu. 86-91 [doi]
• Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse CoherenceYinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier. 92-100 [doi]
• Returning to the Start: Generating Narratives with Related EndpointsAnneliese Brei, Chao Zhao, Snigdha Chaturvedi. 101-112 [doi]
• Unified Examination of Entity Linking in Absence of Candidate SetsNicolas Ong, Hassan Shavarani, Anoop Sarkar. 113-123 [doi]
• MultiParaDetox: Extending Text Detoxification with Parallel Data to New LanguagesDaryna Dementieva, Nikolay Babakov, Alexander Panchenko. 124-140 [doi]
• SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence EmbeddingsFangwei Ou, Jinan Xu. 141-146 [doi]
• A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language ModelsJaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun 0001. 147-168 [doi]
• How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesHarmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu. 169-187 [doi]
• CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-EncodersCrystina Zhang, Minghan Li, Jimmy Lin. 188-196 [doi]
• ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information RetrievalJunggeun Do, Jaeseong Lee, Seung-won Hwang. 197-204 [doi]
• SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document WindowVikas Raunak, Tom Kocmi, Matt Post. 205-211 [doi]
• Separately Parameterizing Singleton Detection Improves End-to-end Neural Coreference ResolutionXiyuan Zou, Yiran Li, Ian Porada, Jackie C. K. Cheung. 212-219 [doi]
• Unveiling Divergent Inductive Biases of LLMs on Temporal DataSindhu Kishore, Hangfeng He 0001. 220-228 [doi]
• On Retrieval Augmentation and the Limitations of Language Model TrainingTing-Rui Chiang, Xinyan Yu 0001, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama. 229-238 [doi]
• GenDecider: Integrating "None of the Candidates" Judgments in Zero-Shot Entity Linking Re-rankingKang Zhou, Yuepei Li, Qing Wang, Qiao Qiao, Qi Li. 239-245 [doi]
• Advancing the Robustness of Large Language Models through Self-Denoised SmoothingJiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li 0001, Yang Zhang 0001, Gaowen Liu, Sijia Liu 0001, Shiyu Chang. 246-257 [doi]
• Can LLM's Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction SynthesisVishnu Sashank Dorbala, Sanjoy Chowdhury, Dinesh Manocha. 258-271 [doi]
• On the Role of Summary Content Units in Text Summarization EvaluationMarcel Nawrath, Agnieszka Nowak, Tristan Ratz, Danilo C. Walenta, Juri Opitz, Leonardo F. R. Ribeiro, João Sedoc, Daniel Deutsch, Simon Mille, Yixin Liu 0003, Sebastian Gehrmann, Lining Zhang, Saad Mahamood, Miruna Clinciu, Khyathi Raghavi Chandu, Yufang Hou 0001. 272-281 [doi]
• More room for language: Investigating the effect of retrieval on language modelsDavid Samuel, Lucas Georges Gabriel Charpentier, Sondre Wold. 282-305 [doi]
• Discourse-Aware In-Context Learning for Temporal Expression NormalizationAkash Kumar Gautam, Lukas Lange, Jannik Strötgen. 306-315 [doi]
• Contextualizing Argument Quality Assessment with Relevant KnowledgeDarshan Deshpande, Zhivar Sourati, Filip Ilievski, Fred Morstatter. 316-326 [doi]
• Selective Perception: Learning Concise State Descriptions for Language Model ActorsKolby Nottingham, Yasaman Razeghi, Kyungmin Kim 0002, JB Lanier, Pierre Baldi, Roy Fox, Sameer Singh 0001. 327-341 [doi]
• ALOHa: A New Measure for Hallucination in Captioning ModelsSuzanne Petryk, David M. Chan, Anish Kachinthaya, Haodi Zou, John F. Canny, Joseph Gonzalez 0001, Trevor Darrell. 342-357 [doi]
• Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance LabelsHonglei Zhuang, Zhen Qin 0001, Kai Hui 0001, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky. 358-370 [doi]
• LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance DetectionZhao Zhang, Yiming Li, Jin Zhang, Hui Xu. 371-378 [doi]
• Leveraging Prototypical Representations for Mitigating Social Bias without Demographic InformationShadi Iskander, Kira Radinsky, Yonatan Belinkov. 379-390 [doi]
• Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk DecodingGuangyu Yang, Jinghong Chen, Weizhe Lin, Bill Byrne. 391-398 [doi]
• EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningRaja Sekhar Reddy Mekala, Yasaman Razeghi, Sameer Singh 0001. 399-432 [doi]
• LEAF: Language Learners' English Essays and Feedback CorpusShabnam Behzad, Omid Kashefi, Swapna Somasundaran. 433-442 [doi]
• Zero-Shot vs. Translation-Based Cross-Lingual Transfer: The Case of Lexical GapsAbteen Ebrahimi, Katharina von der Wense. 443-458 [doi]
• On the True Distribution Approximation of Minimum Bayes-Risk DecodingAtsumoto Ohashi, Ukyo Honda, Tetsuro Morimura, Yuu Jinnai. 459-468 [doi]
• Rehearsal-Free Modular and Compositional Continual Learning for Language ModelsMingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze. 469-480 [doi]
• Llama meets EU: Investigating the European political spectrum through the lens of LLMsIlias Chalkidis, Stephanie Brandl. 481-498 [doi]
• M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine TranslationBenjamin Hsu, Xiaoyu Liu, Huayang Li, Yoshinari Fujinuma, Maria Nadejde, Xing Niu 0001, Ron Litman, Yair Kittenplon, Raghavendra Reddy Pappagari. 499-507 [doi]
• Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State AutomataJinghong Chen, Weizhe Lin, Jingbiao Mei, Bill Byrne. 508-518 [doi]
• Do Vision-Language Models Understand Compound Nouns?Sonal Kumar, Sreyan Ghosh, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha. 519-527 [doi]
• Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question AnsweringMinji Jung, Soyeon Park, Jeewoo Sul, Yong Suk Choi. 528-539 [doi]
• Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language ResamplersGeorgios Pantazopoulos, Alessandro Suglia, Oliver Lemon, Arash Eshghi. 540-549 [doi]
• Do Multilingual Language Models Think Better in English?Julen Etxaniz, Gorka Azkune, Aitor Soroa, Oier Lopez de Lacalle, Mikel Artetxe. 550-564 [doi]
• A Continued Pretrained LLM Approach for Automatic Medical Note GenerationDong Yuan, Eti Rastogi, Gautam Naik, Sree Prasanna Rajagopal, Sagar Goyal, Fen Zhao, Bharath Chintagunta, Jeff Ward. 565-571 [doi]
• Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual ConceptsMichael Saxon, Yiran Luo, Sharon Levy, Chitta Baral, Yezhou Yang, William Yang Wang. 572-582 [doi]
• Self-Improving for Zero-Shot Named Entity Recognition with Large Language ModelsTingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei Wang 0001. 583-593 [doi]
• Lifelong Event Detection with Embedding Space Separation and CompactionChengwei Qin, Ruirui Chen 0002, Ruochen Zhao, Wenhan Xia, Shafiq Joty. 594-602 [doi]
• Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting EmotionSmriti Singh, Cornelia Caragea, Junyi Jessy Li. 603-614 [doi]
• CPopQA: Ranking Cultural Concept Popularity by LLMsMing Jiang, Mansi Joshi. 615-630 [doi]
• The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking ComputationChung-Chi Chen 0001, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao. 631-637 [doi]
• Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation LearningPhilipp Borchert, Jochen De Weerdt, Marie-Francine Moens. 638-646 [doi]
• A diverse Multilingual News Headlines Dataset from around the WorldFelix Leeb, Bernhard Schölkopf. 647-652 [doi]
• The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine TranslationEvgeniia Tokarchuk, Vlad Niculae. 653-662 [doi]
• Efficient Sample-Specific Encoder PerturbationsYassir Fathullah, Mark Gales. 663-671 [doi]
• Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on TwitterNuredin Ali Abdelkadir, Charles Zhang, Ned Mayo, Stevie Chancellor. 672-680 [doi]
• Removing RLHF Protections in GPT-4 via Fine-TuningQiusi Zhan, Richard Fang, Rohan Bindu, Akul Gupta, Tatsunori Hashimoto, Daniel Kang. 681-687 [doi]
• LifeTox: Unveiling Implicit Toxicity in Life AdviceMinbeom Kim, Jahyun Koo 0004, Hwanhee Lee, Joonsuk Park, Hwaran Lee, Kyomin Jung. 688-698 [doi]
• Arithmetic Reasoning with LLM: Prolog Generation & PermutationXiaocheng Yang, Bingsen Chen, Yik-Cheung Tam. 699-710 [doi]
• Verifying Claims About Metaphors with Large-Scale Automatic Metaphor IdentificationKotaro Aono, Ryohei Sasano, Koichi Takeda 0003. 711-719 [doi]
• InstructABSA: Instruction Learning for Aspect Based Sentiment AnalysisKevin Scaria, Himanshu Gupta, Siddharth Goyal, Saurabh Arjun Sawant, Swaroop Mishra, Chitta Baral. 720-736 [doi]
• MEMORY-VQ: Compression for Tractable Internet-Scale MemoryYury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontañón, William W. Cohen, Sumit Sanghai, Joshua Ainslie. 737-744 [doi]
• Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented GenerationZizhong Li, Haopeng Zhang 0011, Jiawei Zhang. 745-754 [doi]
• Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-trainingAhmed Elhady, Khaled Mostafa Elsayed, Eneko Agirre, Mikel Artetxe. 755-761 [doi]
• MuLan: A Study of Fact Mutability in Language ModelsConstanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Søgaard. 762-771 [doi]
• Language-Independent Representations Improve Zero-Shot SummarizationVladimir Solovyev, Danni Liu, Jan Niehues. 772-782 [doi]
• Trusting Your Evidence: Hallucinate Less with Context-aware DecodingWeijia Shi, Xiaochuang Han, Mike Lewis, Yulia Tsvetkov, Luke Zettlemoyer, Wen-tau Yih. 783-791 [doi]
• GuyLingo: The Republic of Guyana Creole CorporaChristopher Clarke, Roland Daynauth, Jason Mars, Charlene Wilkinson, Hubert Devonish. 792-798 [doi]
• DoubleLingo: Causal Estimation with Large Language ModelsMarko Veljanovski, Zach Wood-Doughty. 799-807 [doi]
• Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal ClassificationMichail Mitsios, Georgios Vamvoukakis, Georgia Maniati, Nikolaos Ellinas, Georgios Dimitriou, Konstantinos Markopoulos, Panos Kakoulidis, Alexandra Vioni, Myrsini Christidou, Junkwang Oh, Gunu Jho, Inchul Hwang, Georgios Vardaxoglou, Aimilios Chalamandaris, Pirros Tsiakoulis, Spyros Raptis. 808-813 [doi]
• On Narrative Question Answering SkillsEmil Kalbaliyev, Kairit Sirts. 814-820 [doi]
• Order-Based Pre-training Strategies for Procedural Text UnderstandingAbhilash Nandy, Yash Kulkarni, Pawan Goyal 0002, Niloy Ganguly. 821-828 [doi]
• Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalia Aizenberg. 829-844 [doi]