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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025
Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025
AIC CTU@FEVER 8: On-premise fact checking through long context RAG ACL 2025
Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025
EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025
Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025
The Power of Simplicity in LLM-Based Event Forecasting ACL 2025
Literature discovery with natural language queries ACL 2025
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025
From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models ACL 2025
GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation ACL 2025
FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection ACL 2025
Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025
SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025