A study on different closed domain question answering approaches
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-020-09692-0
Abstract: Question answering (QA) framework is a framework that gives answers to the inquiries raised by the client using the common language. The framework recovers minor portion of the content from the collection of the report,… read more here.
Keywords: question; closed domain; framework; client ... See more keywords
Visual Explanation for Open-domain Question Answering with BERT.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2023.3243676
Abstract: Open-domain question answering (OpenQA) is an essential but challenging task in natural language processing that aims to answer questions in natural language formats on the basis of large-scale unstructured passages. Recent research has taken the… read more here.
Keywords: domain; open domain; decision; domain question ... See more keywords
What Disease Does This Patient Have? A Large-Scale Open Domain Question Answering Dataset from Medical Exams
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11146421
Abstract: Open domain question answering (OpenQA) tasks have been recently attracting more and more attention from the natural language processing (NLP) community. In this work, we present the first free-form multiple-choice OpenQA dataset for solving medical… read more here.
Keywords: open domain; domain question; question answering; disease patient ... See more keywords
A Hybrid Text Generation-Based Query Expansion Method for Open-Domain Question Answering
Sign Up to like & getrecommendations! Published in 2023 at "Future Internet"
DOI: 10.3390/fi15050180
Abstract: In the two-stage open-domain question answering (OpenQA) systems, the retriever identifies a subset of relevant passages, which the reader then uses to extract or generate answers. However, the performance of OpenQA systems is often hindered… read more here.
Keywords: query expansion; open domain; expansion; domain question ... See more keywords