Large Language Models

REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025 Reimagining Safety Alignment with An Image EMNLP 2025 REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective ICML 2025 Reinforced Lifelong Editing for Language Models ICML 2025 Reinforce LLM Reasoning through Multi-Agent Reflection ICML 2025 Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025 Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025 Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025 ReLearn: Unlearning via Learning for Large Language Models ACL 2025 Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025 RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025 Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts ICML 2025 RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing ICML 2025 Representation Bending for Large Language Model Safety ACL 2025 Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing ICML 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025 Representations Shape Weak-to-Strong Generalization: Theoretical Insights and Empirical Predictions ICML 2025 Representative Language Generation ICML 2025 Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger ICML 2025 Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context EMNLP 2025 Research Borderlands: Analysing Writing Across Research Cultures ACL 2025 ResearchTown: Simulator of Human Research Community ICML 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025