Retrieval-Augmented Generation

JCT at SemEval-2026 Task 8: Resource-Efficient Multi-Turn RAG via Nano-LLM Rewriting and Hybrid Reranking SemEval 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026 M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 MindFlayer at SemEval-2026 Task 8:DUALRAG:Answerability-Aware Generation for Multi-Turn RAG Conversations SemEval 2026 MiniRAG: A Lightweight RAG system with Small Language Models ACL 2026 MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026 NEST: Nested Evidence Survival for Retrieval ACL 2026 NLP-CEIA-UFG at SemEval-2026 Task 8: Iterative Retrieval with Notes-Guided Query Refinement for Multi-Turn RAG SemEval 2026 Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning ACL 2026 Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance ACL 2026 PFW Task 8 at SemEval-2026 Task 8: Lightweight Tri-Fusion Retrieval with Prompt-Engineered Faithful Generation for Multi-Turn RAG SemEval 2026 PRGB Benchmark: A Robust Placeholder-Assisted Algorithm for Benchmarking Retrieval-Augmented Generation AAAI 2026 Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data ACL 2026 QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ACL 2026 R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment CVPR 2026 RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations SemEval 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar SemEval 2026 RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation SemEval 2026 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation ACL 2026 RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora ACL 2026 Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ACL 2026 Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning ACL 2026 RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection ACL 2026 S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ACL 2026