Information Retrieval

Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey IJCNLP 2025 RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025 RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025 s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025 Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? EMNLP 2025 Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection ACL 2025 SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025 SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs EMNLP 2025 SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025 Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts EMNLP 2025 Scholar Inbox: Personalized Paper Recommendations for Scientists ACL 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025 SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025 SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025 Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025 Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025 Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025 SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025 Segmentation of Argumentative Texts by Key Statements for Argument Mining from the Web ACL 2025 Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models EMNLP 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025