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retrieval-augmented generation

1,929 papers

RAG

Papers

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024 Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation NAACL 2024 uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? SemEval 2024 Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024 VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024 VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NeurIPS 2024 VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024 What Evidence Do Language Models Find Convincing? ACL 2024 Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024 WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia NeurIPS 2024 XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags ACL 2024 xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NeurIPS 2024 yangqi at SemEval-2024 Task 9: Simulate Human Thinking by Large Language Model for Lateral Thinking Challenges SemEval 2024 1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023 A Closer Look at k-Nearest Neighbors Grammatical Error Correction ACL 2023 A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023 Active Retrieval Augmented Generation EMNLP 2023 Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023 Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023 CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering EMNLP 2023 Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering EMNLP 2023 Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages ACL 2023 Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023 Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023