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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025
ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025
COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025
Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025
MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025
LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
Evaluating Retrieval Augmented Generation to Communicate UK Climate Change Information ACL 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025
RAG based Question Answering of Korean Laws and Precedents ACL 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025