TransforMED: End-to-Εnd Transformers for Evidence-Based Medicine and Argument Mining in medical literature
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103767
Abstract: Argument Mining (AM) refers to the task of automatically identifying arguments in a text and finding their relations. In medical literature this is done by identifying Claims and Premises and classifying their relations as either… read more here.
Keywords: medicine; argument mining; argument; evidence ... See more keywords
Biomedical Argument Mining Based on Sequential Multi-Task Learning
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DOI: 10.1109/tcbb.2022.3173447
Abstract: Biomedical argument mining aims to automatically identify and extract the argumentative structure in biomedical text. It helps to determine not only what positions people adopt, but also why they hold such opinions, which provides valuable… read more here.
Keywords: argument mining; multi task; biomedical argument; argument component ... See more keywords
Using Information-Seeking Argument Mining to Improve Service
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DOI: 10.1177/10946705221110845
Abstract: If service providers can identify reasons users are in favor of or against a service, they have insightful information that can help them understand user behavior and what they need to do to change such… read more here.
Keywords: information; argument mining; information seeking; service ... See more keywords
Fusion weighted features and BiLSTM-attention model for argument mining of EFL writing
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DOI: 10.3389/fpsyg.2023.1049266
Abstract: Argument mining (AM), an emerging field in natural language processing (NLP), aims to automatically extract arguments and the relationships between them in texts. In this study, we propose a new method for argument mining of… read more here.
Keywords: argument mining; argumentative essays; features bilstm; model ... See more keywords
Argument mining as rapid screening tool of COVID-19 literature quality: Preliminary evidence
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DOI: 10.3389/fpubh.2022.945181
Abstract: Background The COVID-19 pandemic prompted the scientific community to share timely evidence, also in the form of pre-printed papers, not peer reviewed yet. Purpose To develop an artificial intelligence system for the analysis of the… read more here.
Keywords: argument mining; quality; covid; evidence ... See more keywords