Retrieval-Augmented Generation

Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 EgoLife: Towards Egocentric Life Assistant CVPR 2025 Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025 Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025 EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025 Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025 ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025 EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025 Explore What LLM Does Not Know in Complex Question Answering AAAI 2025 Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025 Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025 Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025 FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025 FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025 FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025