Information Retrieval

LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Linking Transparency and Accountability: Analysing The Connection Between TikTok’s Terms of Service and Moderation Decisions EMNLP 2025 Literary Evidence Retrieval via Long-Context Language Models ACL 2025 Literature discovery with natural language queries ACL 2025 Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025 LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ACL 2025 LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation COLING 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 Localizing Events in Videos with Multimodal Queries CVPR 2025 LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 Loki: An Open-Source Tool for Fact Verification COLING 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 Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG ICLR 2025 Look Before You Leap: Universal Emergent Mechanism for Retrieval in Language Models ICLR 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025