| 2025 | Reward Model Perspectives: Whose Opinions Do Reward Models Reward? | Elle |
| 2025 | AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy. | Sofiane Elguendouze, Lucas Anastasiou, Erwan Hain, Elena Cabrio, Anna De Liddo, Serena Villata |
| 2025 | Fairness in Automatic Speech Recognition Isn't a One-Size-Fits-All. | Hend Elghazaly, Bahman Mirheidari, Heidi Christensen, Nafise Sadat Moosavi |
| 2025 | LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control. | Mohamed Elgaar, Hadi Amiri |
| 2025 | Linguistically-Controlled Paraphrase Generation. | Mohamed Elgaar, Hadi Amiri |
| 2025 | FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking. | Islam Eldifrawi, Shengrui Wang, Amine Trabelsi |
| 2025 | Beyond Pairwise: Global Zero-shot Temporal Graph Generation. | Alon Eirew, Kfir Bar, Ido Dagan |
| 2025 | Structure-Conditional Minimum Bayes Risk Decoding. | Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli |
| 2025 | Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling. | Florian Eichin, Carolin M. Schuster, Georg Groh, Michael A. Hedderich |
| 2025 | GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning. | Abdessalam Ed-dib, Zhanibek Datbayev, Amine Mohamed Aboussalah |
| 2025 | Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games. | Niv Eckhaus, Uri Berger, Gabriel Stanovsky |
| 2025 | Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer. | Abteen Ebrahimi, Adam Wiemerslage, Katharina von der Wense |
| 2025 | Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics. | Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen |
| 2025 | TransAlign: Machine Translation Encoders are Strong Word Aligners, Too. | Benedikt Ebing, Christian Goldschmied, Goran Glavas |
| 2025 | SimVBG: Simulating Individual Values by Backstory Generation. | Bangde Du, Ziyi Ye, Zhijing Wu, Monika Jankowska, Shuqi Zhu, Qingyao Ai, Yujia Zhou, Yiqun Liu |
| 2025 | Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training. | Huaming Du, Lei Yuan, Cancan Feng, Guisong Liu, Gang Kou, Carl Yang |
| 2025 | ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning. | Yiming Du, Yifan Xiang, Bin Liang, Dahua Lin, Kam-Fai Wong, Fei Tan |
| 2025 | SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks. | Ritam Dutt, Carolyn P. Ros, Maarten Sap |
| 2025 | NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. | Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya |
| 2025 | GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation. | Himanshu Dutta, Sunny Manchanda, Prakhar Bapat, Meva Ram Gurjar, Pushpak Bhattacharyya |
| 2025 | Context Length Alone Hurts LLM Performance Despite Perfect Retrieval. | Yufeng Du, Minyang Tian, Srikanth Ronanki, Subendhu Rongali, Sravan Babu Bodapati, Aram Galstyan, Azton Wells, Roy Schwartz, Eliu A. Huerta, Hao Peng |
| 2025 | Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes. | Qiunan Du, Zhiliang Tian, Zhen Huang, Kailun Bian, Tianlun Liu, Zhaoning Zhang, Xinwang Liu, Feng Liu, Dong Sheng Li |
| 2025 | Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification. | Hongfei Du, Jiacheng Shi, Jacobo Myerston, Sidi Lu, Gang Zhou, Ashley Gao |
| 2025 | Investigating Value-Reasoning Reliability in Small Large Language Models. | Xia Du, Shuhan Sun, Pengyuan Liu, Dong Yu |
| 2025 | Editing Across Languages: A Survey of Multilingual Knowledge Editing. | Nadir Durrani, Basel Mousi, Fahim Dalvi |