Information Retrieval

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025 Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain COLING 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 Language Model Re-rankers are Fooled by Lexical Similarities ACL 2025 LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing ICML 2025 Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025 Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights NAACL 2025 Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation NAACL 2025 Learning to Rewrite Negation Queries in Product Search COLING 2025 LECTURE4ALL: A Lightweight Approach to Precise Timestamp Detection in Online Lecture Videos ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025 Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval EMNLP 2025 Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025 Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval AAAI 2025 Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025 LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments ACL 2025 LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ACL 2025 Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025