Information Retrieval

RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025 Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025 State Space Models are Strong Text Rerankers NAACL 2025 Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025 T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System NAACL 2025 taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades ACL 2025 Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025 The Value of Prediction in Identifying the Worst-Off ICML 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Understanding Microtargeting Pattern on Social Media AAAI 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 We Need to Measure Data Diversity in NLP — Better and Broader EMNLP 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations AAAI 2024