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Information Retrieval

335 directly classified papers

Papers per year

Papers

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025

Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025

ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025

Self-Taught Agentic Long Context Understanding ACL 2025

Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025

Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025

MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025

Risk Controlled Image Retrieval AAAI 2025

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025

Towards Text-Image Interleaved Retrieval ACL 2025

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025

DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025

Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025

Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information? AAAI 2025

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025

FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025

Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025

Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025

Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems AAAI 2025

Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025

No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025

A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025

THGNets: Constrained Temporal Hypergraphs and Graph Neural Networks in Hyperbolic Space for Information Diffusion Prediction AAAI 2025

WebWalker: Benchmarking LLMs in Web Traversal ACL 2025