information retrieval

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 Long Context Benchmark for the Russian Language EMNLP 2025 Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025 Low-Perplexity LLM-Generated Sequences and Where To Find Them ACL 2025 ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025 Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries EMNLP 2025 MindSearch: Mimicking Human Minds Elicits Deep AI Searcher ICLR 2025 Mitigating Bias in Item Retrieval for Enhancing Exam Assembly in Vocational Education Services NAACL 2025 ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines ICLR 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025