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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

ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024
RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024
Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024
Context Tuning for Retrieval Augmented Generation EACL 2024
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? SEMEVAL 2024
Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? NAACL 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024
Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024
Introducing CQuAE : A New French Contextualised Question-Answering Corpus for the Education Domain COLING 2024
LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation COLING 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024
Ad Auctions for LLMs via Retrieval Augmented Generation NIPS 2024
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024