retrieval-augmented generation

Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation SemEval 2025 Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025 FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval EMNLP 2025 FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025 FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025 First Impressions from Comparing Form-Based and Conversational Interfaces for Public Service Access in India EMNLP 2025 FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series EMNLP 2025 FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025 FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025 Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems ICLR 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025 From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ACL 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025 From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025 GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ACL 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025