| 2025 | Personalized LLM Decoding via Contrasting Personal Preference. | Hyungjune Bu, ChanJoo Jung, Minjae Kang, Jaehyung Kim |
| 2025 | KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval. | Chi Minh Bui, Ngoc Mai Thieu, Van Vinh Nguyen, Jason J. Jung, Khac-Hoai Nam Bui |
| 2025 | Large Language Models Discriminate Against Speakers of German Dialects. | Minh Duc Bui, Carolin Holtermann, Valentin Hofmann, Anne Lauscher, Katharina von der Wense |
| 2025 | KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA. | Ranran Bu, Jian Cao, Jianqi Gao, Shiyou Qian, Hongming Cai |
| 2025 | Adaptively profiling models with task elicitation. | Davis Brown, Prithvi Balehannina, Helen Jin, Shreya Havaldar, Hamed Hassani, Eric Wong |
| 2025 | Modeling, Evaluating, and Embodying Personality in LLMs: A Survey. | Iago Alves Brito, Julia Soares Dollis, Fernanda Bufon Frber, Pedro Schindler Freire Brasil Ribeiro, Rafael Teixeira Sousa, Arlindo Rodrigues Galvo Filho |
| 2025 | SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts. | Marc Felix Brinner, Sina Zarrie |
| 2025 | Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them. | Marc Felix Brinner, Tarek Al Mustafa, Sina Zarrie |
| 2025 | Acquiescence Bias in Large Language Models. | Daniel Braun |
| 2025 | End-to-End Aspect-Guided Review Summarization at Scale. | Ilya Boytsov, Vinny DeGenova, Mikhail Balyasin, Joseph Walt, Caitlin Eusden, Marie-Claire Rochat, Margaret Pierson |
| 2025 | CafGa: Customizing Feature Attributions to Explain Language Models. | Alan Boyle, Furui Cheng, Vilm Zouhar, Mennatallah El-Assady |
| 2025 | CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation. | Nicolas Bougie, Narimawa Watanabe |
| 2025 | Generative Reviewer Agents: Scalable Simulacra of Peer Review. | Nicolas Bougie, Narimawa Watanabe |
| 2025 | Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing. | Sabri Boughorbel, Fahim Dalvi, Nadir Durrani, Majd Hawasly |
| 2025 | Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models. | Matteo Bortoletto, Constantin Ruhdorfer, Lei Shi, Andreas Bulling |
| 2025 | ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions. | Matteo Bortoletto, Constantin Ruhdorfer, Andreas Bulling |
| 2025 | How to Generalize the Detection of AI-Generated Text: Confounding Neurons. | Claudio Borile, Carlo Abrate |
| 2025 | Localizing Malicious Outputs from CodeLLM. | Mayukh Borana, Junyi Liang, Sai Sathiesh Rajan, Sudipta Chattopadhyay |
| 2025 | Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations. | Abhilekh Borah, Chhavi Sharma, Danush Khanna, Utkarsh Bhatt, Gurpreet Singh, Hasnat Md Abdullah, Raghav Kaushik Ravi, Vinija Jain, Jyoti Patel, Shubham Singh, Vasu Sharma, Arpita Vats, Rahul Raja, Aman Chadha, Amitava Das |
| 2025 | Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati. | Sanjay Booshanam, Kelly Chen, Ondrej Klejch, Thomas Reitmaier, Dani Kalarikalayil Raju, Electra Wallington, Nina Markl, Jennifer Pearson, Matt Jones, Simon Robinson, Peter Bell |
| 2025 | LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA. | Tommaso Bonomo, Luca Gioffr, Roberto Navigli |
| 2025 | Genre Matters: How Text Types Interact with Decoding Strategies and Lexical Predictors in Shaping Reading Behavior. | Lena Sophia Bolliger, Lena Ann Jger |
| 2025 | LLMs as a synthesis between symbolic and distributed approaches to language. | Gemma Boleda |
| 2025 | Morpheme Induction for Emergent Language. | Brendon Boldt, David R. Mortensen |
| 2025 | Searching for the Most Human-like Emergent Language. | Brendon Boldt, David R. Mortensen |