information retrieval

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025 Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025 FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data ICLR 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Commands to Prompts: LLM-based Semantic File System for AIOS ICLR 2025 From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval EMNLP 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. SemEval 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025 GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025 GraDaSE: Graph-Based Dataset Search with Examples EMNLP 2025 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 Grounding Fallacies Misrepresenting Scientific Publications in Evidence NAACL 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 GuRE:Generative Query REwriter for Legal Passage Retrieval EMNLP 2025