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

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

Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025

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

PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025

GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025

Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025

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

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

EgoLife: Towards Egocentric Life Assistant CVPR 2025

ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025

PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025

D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025

Language Model Re-rankers are Fooled by Lexical Similarities ACL 2025

MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025

ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation ACL 2025

Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025

Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CONLL 2025

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025

GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ACL 2025

DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records ACL 2025

RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling ACL 2025

Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025