Information Retrieval

FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval EMNLP 2025 FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025 FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025 FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025 Formula-Text Cross-Retrieval: A Benchmarking Study of Dense Embedding Methods for Mathematical Information Retrieval EMNLP 2025 FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025 From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ACL 2025 From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data ICLR 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Commands to Prompts: LLM-based Semantic File System for AIOS ICLR 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval EMNLP 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025 GeAR: Generation Augmented Retrieval ACL 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 Generalized Video Moment Retrieval ICLR 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025 Generative Zero-Shot Composed Image Retrieval CVPR 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025