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retrieval augmented generation

317 papers

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Also known as

RAG RALM

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) question answering (2904) information retrieval (1493) language model (4573) domain adaptation (4578) in-context learning (1369) multimodal learning (4622) knowledge retrieval (328) knowledge graph (1795)

Papers

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
Towards Geo-Culturally Grounded LLM Generations ACL 2025
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs AAAI 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025
Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025
Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention ACL 2025
ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025
RATT: A Thought Structure for Coherent and Correct LLM Reasoning AAAI 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025
ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025
OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset COLING 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration COLING 2025
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025
CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency COLING 2025
RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 2025
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering COLING 2025
Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025
Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost COLING 2025
Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025