{"total":16,"rows":[{"id":"2502.01549","title":"VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos","created":"2025-02-03","cited_by_count":77,"area":"rag"},{"id":"2505.22019","title":"VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning","created":"2025-05-28","cited_by_count":68,"area":"rag"},{"id":"2505.14146","title":"s3: You Don't Need That Much Data to Train a Search Agent via RL","created":"2025-05-20","cited_by_count":42,"area":"rag"},{"id":"2510.16724","title":"A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications","created":"2025-10-19","cited_by_count":22,"area":"rag"},{"id":"2506.05154","title":"Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement","created":"2025-06-05","cited_by_count":11,"area":"rag"},{"id":"2509.00877","title":"EviNote-RAG: Enhancing RAG Models via Answer-Supportive Evidence Notes","created":"2025-08-31","cited_by_count":8,"area":"rag"},{"id":"2603.03293","title":"SE-Search: Self-Evolving Search Agent via Memory and Dense Reward","created":"2026-02-06","cited_by_count":8,"area":"rag"},{"id":"2603.03078","title":"RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization","created":"2026-03-03","cited_by_count":6,"area":"rag"},{"id":"2601.06922","title":"TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG","created":"2026-01-11","cited_by_count":5,"area":"rag"},{"id":"2603.24579","title":"MARCH: Multi-Agent Reinforced Self-Check for LLM Hallucination","created":"2026-03-25","cited_by_count":5,"area":"rag"},{"id":"2508.07956","title":"Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning","created":"2025-08-11","cited_by_count":4,"area":"rag"},{"id":"2605.26861","title":"REVERSE: Reinforcing Evidence Verification and Search for Agentic Image geo-localization","created":"2026-05-26","cited_by_count":2,"area":"rag"},{"id":"2601.18527","title":"Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models","created":"2026-01-26","cited_by_count":1,"area":"rag"},{"id":"2602.22225","title":"SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG","created":"2025-12-17","cited_by_count":1,"area":"rag"},{"id":"2607.02966","title":"Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG","created":"2026-07-03","cited_by_count":0,"area":"rag"},{"id":"2609.07093","title":"Where to Look and What to Use: Retrieve-Localize-Generate for Long-Term Conversational Memory Question Answering","created":"2026-09-07","cited_by_count":0,"area":"rag"}],"next_cursor":null}