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
Deep learning-based approach for Arabic open domain question answering
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.952
Abstract: Open-domain question answering (OpenQA) is one of the most challenging yet widely investigated problems in natural language processing. It aims at building a system that can answer any given question from large-scale unstructured text or… read more here.
Keywords: question; retrieval; passage; deep learning ... See more keywords