Information Retrieval

How Well Do Large Language Models Extract Keywords? A Systematic Evaluation on Scientific Corpora NAACL 2025 Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025 Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025 HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning EMNLP 2025 Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion ACL 2025 ICR: Iterative Clarification and Rewriting for Conversational Search EMNLP 2025 Identity-Text Video Corpus Grounding AAAI 2025 IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval NAACL 2025 Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges IJCNLP 2025 IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval EMNLP 2025 Implementing and Evaluating Multi-source Retrieval-Augmented Translation EMNLP 2025 ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025 ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025 Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Improving Table Retrieval with Question Generation from Partial Tables ACL 2025 Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025 Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains NAACL 2025 IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection NAACL 2025 Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025