Information Retrieval

SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025 SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization ICLR 2025 Sufficient Context: A New Lens on Retrieval Augmented Generation Systems ICLR 2025 SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025 Syntriever: How to Train Your Retriever with Synthetic Data from LLMs NAACL 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025 Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025 TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval SemEval 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SemEval 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025 TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation IJCNLP 2025 Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025 Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query ACL 2025 The ClimateCheck Dataset: Mapping Social Media Claims About Climate Change to Corresponding Scholarly Articles ACL 2025 The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025 The Cross-Lingual Cost: Retrieval Biases in RAG over Arabic-English Corpora EMNLP 2025 The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025 The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA MLHC 2025