information retrieval

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 Semi-Parametric Retrieval via Binary Bag-of-Tokens Index ICLR 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 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025 Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025 Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SemEval 2025 Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search EMNLP 2025 SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis 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 SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches ICLR 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 SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025 State Space Models are Strong Text Rerankers NAACL 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025 Streamlining Biomedical Research with Specialized LLMs COLING 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025 SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025 SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025 Syntriever: How to Train Your Retriever with Synthetic Data from LLMs NAACL 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025