Information Retrieval

PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025 PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025 Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025 Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025 Relevance Scores Calibration for Ranked List Truncation via TMP Adapter ACL 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models EMNLP 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025 Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025 Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025 WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 A Semantic Search Engine for Mathlib4 EMNLP 2024 BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024