Retrieval-Augmented Generation

AKCIT-UFG at SemEval-2026 Task 8: Structured Chunking and Optimized Query Reformulation for Efficient Multi-Turn Retrieval SemEval 2026 All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG ACL 2026 Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards ACL 2026 chengtang at SemEval-2026 Task 7: A Retrieval-Augmented Generation Framework for Cultural Perspective Alignment in Everyday MCQs SemEval 2026 Claim Verification in the Age of Large Language Models: A Survey ACL 2026 clulab-retrieval at SemEval-2026 Task 8: A Comparative Analysis of Dense Retrievers and HyDE for Multi-Turn Conversational Retrieval SemEval 2026 Clutch or Cry at SemEval-2026 Task 12: Offline Retrieval-Augmented Generation with Frozen DeBERTa for Abductive Event Reasoning SemEval 2026 CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning CVPR 2026 CultRAG at SemEval-2026 Task 7: Hybrid Sparse-Dense Retrieval with Entity-Centric Knowledge Bases for Cultural MCQ Answering SemEval 2026 CuriosAI at SemEval-2026 Task 8: Hybrid retrieval system with repeated sampling for generation SemEval 2026 Dawn at SemEval-2026 Task 8: Structured Control Decomposition for Faithful Multi-Turn Retrieval-Augmented Generation SemEval 2026 Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation ACL 2026 Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ACL 2026 Don’t Be Misled by Style: A Style-Adaptive Reranker for Capturing Effective Knowledge in Retrieval-Augmented Generation ACL 2026 DRAGOn: Designing RAG On Periodically Updated Corpus EACL 2026 DUTIR at SemEval-2026 Task 8: A Hybrid Retrieval and Faithfulness-Guarded Framework for Multi-Turn RAG SemEval 2026 FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context ACL 2026 GenAIus at SemEval-2026 Task 8: Beyond Retrieval with Relevance-Aware RAG for Faithful Multi-Turn Generation SemEval 2026 GigitAI at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Zero-Shot Generation for Multi-Turn Conversational RAG SemEval 2026 Howard University-AI4PC at SemEval-2026 Task 8: Query Reformulation and Dense-Lexical Retrieval Fusion for Multi-Turn Retrieval-Augmented Generation SemEval 2026 H-RAG at SemEval-2026 Task 8: Hierarchical Parent–Child Retrieval for Multi-Turn RAG Conversations SemEval 2026 IIMAS-RAG at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Answerability-Conditioned Generation for Multi-Turn RAG SemEval 2026 Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization ACL 2026