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retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025
ConQRet: A New Benchmark for Fine-Grained Automatic Evaluation of Retrieval Augmented Computational Argumentation NAACL 2025
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning NAACL 2025
tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025
Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025
Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs NAACL 2025
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025
IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection NAACL 2025
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025
Analyzing and Improving Coherence of Large Language Models in Question Answering NAACL 2025
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025
CoRAG: Collaborative Retrieval-Augmented Generation NAACL 2025
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs NAACL 2025
Transform Retrieval for Textual Entailment in RAG NAACL 2025
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation NAACL 2025
CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025
DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection NAACL 2025
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025
Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain NAACL 2025
RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy NAACL 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025