Information Retrieval

RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 RAGGED: Towards Informed Design of Scalable and Stable RAG Systems ICML 2025 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling SemEval 2025 RAGulator: Effective RAG for Regulatory Question Answering COLING 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank ICLR 2025 Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders COLING 2025 Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025 ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking EMNLP 2025 Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025 REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval CVPR 2025 Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025 Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models ACL 2025 ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025 Regulatory Question-Answering using Generative AI COLING 2025 Re-identification of De-identified Documents with Autoregressive Infilling ACL 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025