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

VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024

LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024

Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024

OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024

Streamlining Conformal Information Retrieval via Score Refinement EMNLP 2024

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024

Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024

RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024

FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering EACL 2024

CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions COLING 2024

Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics COLING 2024

BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models COLING 2024

LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research COLING 2024

Building Certified Medical Chatbots: Overcoming Unstructured Data Limitations with Modular RAG COLING 2024

Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models COLING 2024

TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL 2024

Towards Improved Multi-Source Attribution for Long-Form Answer Generation NAACL 2024

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation NAACL 2024

Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents NAACL 2024

Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human-in-the-Loop NAACL 2024

Retrieval Guided Music Captioning via Multimodal Prefixes IJCAI 2024

KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering IJCAI 2024

Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining INTERSPEECH 2024

On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024