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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

Retrieval-Augmented Language Models are Mimetic Theorem Provers EMNLP 2025
KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models EMNLP 2025
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025
BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation EMNLP 2025
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems EMNLP 2025
Enhancing RAG Efficiency with Adaptive Context Compression EMNLP 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness EMNLP 2025
RTTC: Reward-Guided Collaborative Test-Time Compute EMNLP 2025
MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025
Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL EMNLP 2025
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025
Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025
SciCompanion: Graph-Grounded Reasoning for Structured Evaluation of Scientific Arguments EMNLP 2025
Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025
An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025
Recon, Answer, Verify: Agents in Search of Truth EMNLP 2025
SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025