Large Language Models

Racing Thoughts: Explaining Contextualization Errors in Large Language Models NAACL 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing EMNLP 2025 Radio: Rate–Distortion Optimization for Large Language Model Compression ICML 2025 RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025 RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025 RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025 RAGGED: Towards Informed Design of Scalable and Stable RAG Systems ICML 2025 RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection SemEval 2025 RAGulator: Effective RAG for Regulatory Question Answering COLING 2025 RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025 RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning EMNLP 2025 Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing ICML 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 Ranked from Within: Ranking Large Multimodal Models Without Labels ICML 2025 RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025 RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding ICML 2025 Rapid Word Learning Through Meta In-Context Learning EMNLP 2025 Rapport-Building Dialogue Strategies for Deeper Connection: Integrating Proactive Behavior, Personalization, and Aizuchi Backchannels Interspeech 2025