Large Language Models

Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025 Red-Teaming LLM Multi-Agent Systems via Communication Attacks ACL 2025 Reducing Tool Hallucination via Reliability Alignment ICML 2025 RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025 Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference NAACL 2025 Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025 Referential ambiguity and clarification requests: comparing human and LLM behaviour EMNLP 2025 R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models ICML 2025 ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025 Refining Adaptive Zeroth-Order Optimization at Ease ICML 2025 Refining Noisy Knowledge Graph with Large Language Models COLING 2025 Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ACL 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 RE-FIN: Retrieval-based Enrichment for Financial data COLING 2025 ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection EMNLP 2025 Reflection-Bench: Evaluating Epistemic Agency in Large Language Models ICML 2025 Reflection-Window Decoding: Text Generation with Selective Refinement ICML 2025 ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025 Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025 RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025 Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations EMNLP 2025 Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025 Regulatory DNA Sequence Design with Reinforcement Learning ICLR 2025 Regulatory Question-Answering using Generative AI COLING 2025