evidence retrieval

AI4PC-Howard University at SemEval-2026 Task 12: Evidence-Guided Abductive Scoring with Option-Conditioned Retrieval and Constrained LLM Evaluation SemEval 2026 Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026 COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval ACL 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 Logic Haystacks: Probing LLMs’ Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding) EACL 2026 MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning ACL 2026 NEST: Nested Evidence Survival for Retrieval ACL 2026 Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking EACL 2026 Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand AAAI 2026 SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking ACL 2026 The Automatic Verification of Image-Text Claims (AVerImaTeC) Shared Task EACL 2026 URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding AAAI 2026 VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs SemEval 2026 VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning SemEval 2026 AIC CTU@FEVER 8: On-premise fact checking through long context RAG ACL 2025 A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025 ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence NAACL 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 ConceptCarve: Dynamic Realization of Evidence ACL 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025 ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025