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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

Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025
SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ACL 2025
Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025
Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025
EgoLife: Towards Egocentric Life Assistant CVPR 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025
RATT: A Thought Structure for Coherent and Correct LLM Reasoning AAAI 2025
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs AAAI 2025
ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025
FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval EMNLP 2025
COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025
Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents ACL 2024