Information Retrieval

REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking EMNLP 2025 Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 RELATE: Subjective evaluation dataset for automatic evaluation of relevance between text and audio Interspeech 2025 ReSa2: A Two-Stage Retrieval-Sampling Algorithm for Negative Sampling in Dense Retrieval ACML 2025 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025 Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025 Retrieving Support to Rank Answers in Open-Domain Question Answering EMNLP 2025 Risk Controlled Image Retrieval AAAI 2025 RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SemEval 2025 SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025 SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025 Self-Taught Agentic Long Context Understanding ACL 2025 Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025 Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SemEval 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 The Power of Framing: How News Headlines Guide Search Behavior EMNLP 2025 The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025 THGNets: Constrained Temporal Hypergraphs and Graph Neural Networks in Hyperbolic Space for Information Diffusion Prediction AAAI 2025 TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ACL 2025