Large Language Models

RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025 Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025 Residual Matrix Transformers: Scaling the Size of the Residual Stream ICML 2025 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025 Resolving Lexical Bias in Model Editing ICML 2025 ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals ICML 2025 Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach ICML 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025 RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025 Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025 Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning ICML 2025 Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025 Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025 Rethinking Prompt-based Debiasing in Large Language Model ACL 2025 Rethinking Repetition Problems of LLMs in Code Generation ACL 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025 Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025 Retraining-free Merging of Sparse MoE via Hierarchical Clustering ICML 2025 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG ICML 2025 Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025 Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025