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

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

RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025

Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025

ReviewRL: Towards Automated Scientific Review with RL EMNLP 2025

PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025

Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution ACL 2025

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

Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA ACL 2025

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

Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025

Answering Narrative-Driven Recommendation Queries via a Retrieve–Rank Paradigm and the OCG-Agent 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

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

Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025

SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025

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

Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025

Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis CVPR 2025

RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025

HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SEMEVAL 2025

TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data SEMEVAL 2025

Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SEMEVAL 2025

UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SEMEVAL 2025

Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025