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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

ReviewRL: Towards Automated Scientific Review with RL EMNLP 2025
COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025
CHILL at SemEval-2025 Task 2: You Can’t Just Throw Entities and Hope—Make Your LLM to Get Them Right ACL 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SEMEVAL 2025
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation 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
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025
heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025
Language Model Re-rankers are Fooled by Lexical Similarities 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
GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ACL 2025
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025
Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025
MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SEMEVAL 2025