Information Retrieval

Disentangling Graph Dependencies for Efficient Billion-Scale GPU Vector Search OSDI 2026 In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis ACL 2026 Ranking Items from Discrete Ratings: The Cost of Unknown User Thresholds ALT 2026 REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ACL 2026 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025 A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025 An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025 Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems AAAI 2025 ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025 Bringing Suzhou Numerals into the Digital Age: A Dataset and Recognition Study on Ancient Chinese Trade Records NAACL 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025 Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025 ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025 Compass: Encrypted Semantic Search with High Accuracy OSDI 2025