Information Retrieval

SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 Semi-Parametric Retrieval via Binary Bag-of-Tokens Index ICLR 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025 SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction ICLR 2025 Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline EMNLP 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025 Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025 silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SemEval 2025 SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025 Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation ICLR 2025 SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025 SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025 SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context EMNLP 2025 SLARD: A Chinese Superior Legal Article Retrieval Dataset COLING 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches ICLR 2025 Source Attribution for Large Language Models IJCNLP 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati EMNLP 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025