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Information Retrieval

2362 directly classified papers

Papers per year

Papers

AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation EMNLP 2025
UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking EMNLP 2025
Enhancing RAG Efficiency with Adaptive Context Compression EMNLP 2025
Investigating Multi-layer Representations for Dense Passage Retrieval EMNLP 2025
Can LLMs Directly Retrieve Passages for Answering Questions from Qur’an? EMNLP 2025
AutoArabic: A Three-Stage Framework for Localizing Video-Text Retrieval Benchmarks EMNLP 2025
CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025
Database-Augmented Query Representation for Information Retrieval EMNLP 2025
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025
Towards Text-Image Interleaved Retrieval ACL 2025
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025
Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025
PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025
Efficient Long Context Language Model Retrieval with Compression ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. ACL 2025
TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval EMNLP 2025
MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025
BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs ACL 2025