Information Retrieval

Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features Interspeech 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025 Measuring IIA Violations in Similarity Choices with Bayesian Models UAI 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025 Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025 On Retrieval of Long Audios with Complex Text Queries Interspeech 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Over the Top-1: Uncertainty-Aware Cross-Modal Retrieval with CLIP UAI 2025 pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025 ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval EMNLP 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025