Our method iteratively retrieves supporting paragraphs by forming a joint vector representation of both a question and a paragraph. The retrieval is performed ...
Jun 15, 2019 · Our method iteratively retrieves supporting paragraphs by forming a joint vector representation of both a question and a paragraph.
Jan 12, 2021 · We propose a simple and efficient multi-hop dense retrieval approach for answering complex open-domain questions, which achieves state-of-the-art performance.
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Code for the ACL 2019 paper Multi-Hop Paragraph Retrieval for Open-Domain Question Answering, by Yair Feldman and Ran El-Yaniv.
Jun 15, 2019 · A method for retrieving multiple supporting paragraphs, nested amidst a large knowledge base, which contain the necessary evidence to answer ...
Aug 8, 2024 · EfficientRAG iteratively generates new queries without the need for LLM calls at each iteration and filters out irrelevant information.
Sep 6, 2024 · This article introduces a new iterative RAG method, ReSP, which effectively addresses context overload and repetitive planning issues in multi-hop question ...
We propose a unified QA framework to answer any-hop open-domain questions, which iteratively retrieves, reranks and filters documents.
Duration: 5:44
Posted: Feb 1, 2021
Posted: Feb 1, 2021
Missing: Paragraph | Show results with:Paragraph
HotpotQA is a question answering dataset that features multi-hop reasoning [19]. In multi-hop QA, a question requires reasoning over multiple paragraphs in ...