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retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

Grounding Language Model with Chunking-Free In-Context Retrieval ACL 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024
FinTextQA: A Dataset for Long-form Financial Question Answering ACL 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
Bridging the Preference Gap between Retrievers and LLMs ACL 2024
Citation-Enhanced Generation for LLM-based Chatbots ACL 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024
Retrieval-augmented generation in multilingual settings ACL 2024
SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024
Unlearning Climate Misinformation in Large Language Models ACL 2024
Informing climate risk analysis using textual information - A research agenda ACL 2024
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions ACL 2024
DRAGON at FIGNEWS 2024 Shared Task: a Dedicated RAG for October 7th conflict News ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
On Improving Repository-Level Code QA for Large Language Models ACL 2024
Enhancing Multilingual Document-Grounded Dialogue Using Cascaded Prompt-Based Post-Training Models ACL 2023
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ACL 2023
Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023