Table of Contents

• Parameter-Efficient Conversational Recommender System as a Language Processing TaskMathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu 0020. 152-165 [doi]
• OpenPI2.0: An Improved Dataset for Entity Tracking in TextsLi Zhang 0039, Hainiu Xu, Abhinav Kommula, Chris Callison-Burch, Niket Tandon. 166-178 [doi]
• A Comparative Multidimensional Analysis of Empathetic SystemsAndrew Lee 0001, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea. 179-189 [doi]
• Language Models as Inductive ReasonersZonglin Yang, Li Dong 0004, Xinya Du, Hao Cheng 0002, Erik Cambria, Xiaodong Liu 0003, Jianfeng Gao 0001, Furu Wei. 209-225 [doi]
• FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception ModelZhilu Zhang, Procheta Sen, Zimu Wang, Ruoyu Sun 0007, Zhengyong Jiang, Jionglong Su. 246-257 [doi]
• SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic ModelTaehun Cha, Donghun Lee 0003. 521-538 [doi]
• Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLMRuohong Zhang, Yau-Shian Wang, Yiming Yang 0002. 659-673 [doi]
• Improving the TENOR of Labeling: Re-evaluating Topic Models for Content AnalysisZongxia Li, Andrew Mao, Daniel Stephens, Pranav Goel 0001, Emily Walpole, Alden Dima, Juan Fung, Jordan L. Boyd-Graber. 840-859 [doi]
• Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel CorporaSurangika Ranathunga, Nisansa de Silva, Menan Velayuthan, Aloka Fernando, Charitha Rathnayake. 860-880 [doi]
• Unsupervised Contrast-Consistent Ranking with Language ModelsNiklas Stoehr, Pengxiang Cheng 0001, Jing Wang 0069, Daniel Preotiuc-Pietro, Rajarshi Bhowmik. 900-914 [doi]
• Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-SwitchingKurt Micallef, Nizar Habash, Claudia Borg, Fadhl Eryani, Houda Bouamor. 1014-1025 [doi]
• The Role of Data Curation in Image CaptioningWenyan Li 0001, Jonas F. Lotz, Chen Qiu, Desmond Elliott. 1074-1088 [doi]
• REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges, Antoine Bosselut, Robert West 0001, Boi Faltings. 1100-1126 [doi]
• VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading ComprehensionThinh Phuoc Ngo, Khoa Tran Anh Dang, Son T. Luu, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. 1310-1324 [doi]
• HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text ClassificationVidit Jain, Mukund Rungta, Yuchen Zhuang, Yue Yu, Zeyu Wang, Mu Gao, Jeffrey Skolnick, Chao Zhang 0014. 1354-1368 [doi]
• M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionYuxia Wang 0003, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold 0002, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov. 1369-1407 [doi]
• Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-RankingYong Cao, Ruixue Ding, Boli Chen, Xianzhi Li, Min Chen 0003, Daniel Hershcovich, Pengjun Xie, Fei Huang 0004. 1516-1530 [doi]
• Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesXianghe Ma, Michael Strube 0001, Wei Zhao 0033. 1542-1561 [doi]
• Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang 0046, Nan Yang 0002, Furu Wei. 1752-1767 [doi]
• UP5: Unbiased Foundation Model for Fairness-aware RecommendationWenyue Hua, Yingqiang Ge, Shuyuan Xu, Jianchao Ji, Zelong Li 0001, Yongfeng Zhang. 1899-1912 [doi]
• Investigating Agency of LLMs in Human-AI Collaboration TasksAshish Sharma, Sudha Rao, Chris Brockett, Akanksha Malhotra, Nebojsa Jojic, Bill Dolan. 1968-1987 [doi]
• Approximate Attributions for Off-the-Shelf Siamese TransformersLucas Möller, Dmitry Nikolaev 0002, Sebastian Padó. 2059-2071 [doi]
• Comparing Knowledge Sources for Open-Domain Scientific Claim VerificationJuraj Vladika, Florian Matthes. 2103-2114 [doi]
• Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral EmotionYujin Kang, Yoon-Sik Cho. 2194-2208 [doi]
• CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long TextsFrancesco Molfese 0001, Andrei Stefan Bejgu, Simone Tedeschi, Simone Conia, Roberto Navigli. 2209-2220 [doi]
• Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-TrainingJianfeng He, Julian Salazar, Kaisheng Yao, HaoQi Li, Jason Cai. 2239-2256 [doi]
• SPUQ: Perturbation-Based Uncertainty Quantification for Large Language ModelsXiang Gao, Jiaxin Zhang 0005, Lalla Mouatadid, Kamalika Das. 2336-2346 [doi]
• TESS: Text-to-Text Self-Conditioned Simplex DiffusionRabeeh Karimi Mahabadi, Hamish Ivison, Jaesung Tae, James Henderson 0001, Iz Beltagy, Matthew E. Peters, Arman Cohan. 2347-2361 [doi]
• Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline ControlYunzhe Li, Qian Chen 0003, Weixiang Yan, Wen Wang, Qinglin Zhang, Hari Sundaram. 2362-2377 [doi]
• Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt TuningKaige Xie, Tong Yu 0001, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang 0002, Kanak Mahadik, Ani Nenkova, Mark O. Riedl. 2408-2421 [doi]
• Threat Behavior Textual Search by Attention Graph IsomorphismChanwoo Bae, Guanhong Tao 0001, Zhuo Zhang 0002, Xiangyu Zhang 0001. 2616-2630 [doi]
• Identifying Narrative Content in Podcast TranscriptsYosra Abdessamed, Shadi Rezapour, Steven R. Wilson. 2631-2643 [doi]
• Syntactic Preposing and Discourse RelationsYunfang Dong, Xixian Liao, Bonnie Webber. 2790-2802 [doi]
• Ameli: Enhancing Multimodal Entity Linking with Fine-Grained AttributesBarry Menglong Yao, Sijia Wang, Yu Chen, Qifan Wang, Minqian Liu, Zhiyang Xu, Licheng Yu, Lifu Huang. 2816-2834 [doi]
• Generative Dense Retrieval: Memory Can Be a BurdenPeiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li 0001, Heda Wang, Xupeng Miao, Kan Li 0001. 2835-2845 [doi]
• Backward Compatibility During Data Updates by Weight InterpolationRaphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas 0004, Xibin Gao, Yi Zhang 0001. 2846-2861 [doi]
• Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues TestAditi Khandelwal, Utkarsh Agarwal, Kumar Tanmay, Monojit Choudhury. 2882-2894 [doi]