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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

LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation NAACL 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs IJCAI 2025
Veracity: An Open-Source AI Fact-Checking System IJCAI 2025
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025
Named Entity Recognition in Context: Edit_Dunhuang team Technical Report for Evahan2025 NER Competition NAACL 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025
LLMs on a Budget? Say HOLA EMNLP 2025
SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025
Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025