| 2025 | Adaptive Parameter Compression for Language Models. | Jeremias Bohn, Frederic Mrozinski, Georg Groh |
| 2025 | Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. | Emmanuel Aboah Boateng, Cassiano O. Becker, Nabiha Asghar, Kabir Walia, Ashwin Srinivasan, Ehi Nosakhare, Soundar Srinivasan, Victor Dibia |
| 2025 | ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning. | Millennium Bismay, Xiangjue Dong, James Caverlee |
| 2025 | Sports and Women's Sports: Gender Bias in Text Generation with Olympic Data. | Laura Biester |
| 2025 | Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG. | Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal, Sonam Gupta, Gaurav Pandey, Dinesh Raghu, Sachindra Joshi |
| 2025 | Evaluating Vision-Language Models for Emotion Recognition. | Sree Bhattacharyya, James Z. Wang |
| 2025 | Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants. | Abari Bhattacharya, Barbara Di Eugenio |
| 2025 | DateLogicQA: Benchmarking Temporal Biases in Large Language Models. | Gagan Bhatia, MingZe Tang, Cristina Mahanta, Madiha Kazi |
| 2025 | Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks. | Gagan Bhatia, El Moatez Billah Nagoudi, Abdellah El Mekki, Fakhraddin Alwajih, Muhammad Abdul-Mageed |
| 2025 | Soft Prompting for Unlearning in Large Language Models. | Karuna Bhaila, Minh-Hao Van, Xintao Wu |
| 2025 | Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel Recommendations. | Kirti Bhagat, Kinshuk Vasisht, Danish Pruthi |
| 2025 | Linguistic Features in German BERT: The Role of Morphology, Syntax, and Semantics in Multi-Class Text Classification. | Henrike Beyer, Diego Frassinelli |
| 2025 | In-Context Learning with Long-Context Models: An In-Depth Exploration. | Amanda Bertsch, Maor Ivgi, Emily Xiao, Uri Alon, Jonathan Berant, Matthew R. Gormley, Graham Neubig |
| 2025 | Cross-Lingual and Cross-Cultural Variation in Image Descriptions. | Uri Berger, Edoardo M. Ponti |
| 2025 | How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Kenza Benkirane, Jackie Kay, Mara Prez-Ortiz |
| 2025 | Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization. | Nihed Bendahman, Karen Pinel-Sauvagnat, Gilles Hubert, Mokhtar Boumedyen Billami |
| 2025 | On the Role of Speech Data in Reducing Toxicity Detection Bias. | Samuel J. Bell, Mariano Coria Meglioli, Megan Richards, Eduardo Snchez, Christophe Ropers, Skyler Wang, Adina Williams, Levent Sagun, Marta R. Costa-juss |
| 2025 | Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling. | Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadic |
| 2025 | From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization. | Catarina G. Belm, Pouya Pezeshkpour, Hayate Iso, Seiji Maekawa, Nikita Bhutani, Estevam Hruschka |
| 2025 | PeerQA: A Scientific Question Answering Dataset from Peer Reviews. | Tim Baumgrtner, Ted Briscoe, Iryna Gurevych |
| 2025 | Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech. | Eric Battenberg, R. J. Skerry-Ryan, Daisy Stanton, Soroosh Mariooryad, Matt Shannon, Julian Salazar, David Kao |
| 2025 | BioEL: A Comprehensive Python Package for Biomedical Entity Linking. | Prasanth Bathala, Christophe Ye, Batuhan Nursal, Shubham Lohiya, David Kartchner, Cassie S. Mitchell |
| 2025 | A Template Is All You Meme. | Luke Bates, Peter Ebert Christensen, Preslav Nakov, Iryna Gurevych |
| 2025 | (CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations. | Sarvesh Baskar, Manas Gaur, Srinivasan Parthasarathy, Tanmay Tulsidas Verlekar |
| 2025 | BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. | Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay |