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

Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026

URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding AAAI 2026

Inference Scaling Law for Retrieval Augmented Generation AAAI 2026

Augmenting Human Creativity with Machine Learning AAAI 2026

A RAG Approach for Typological Database Completion EACL 2026

RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026

Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback EACL 2026

Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026

Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025

Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025

AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025

Aletheia: Detect, Discuss, and Stay Informed on Fake News IJCAI 2025

Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs AAAI 2025

Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ACL 2025

RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025

Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025

EgoLife: Towards Egocentric Life Assistant CVPR 2025

AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025

A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025