Entity-aware answer sentence selection for question answering with transformer-based language models

The Answer Sentence Selection (AS2) task is defined as the task of ranking the candidate answers for each question based on a matching score. The matching score is the probability of being a correct answer for a given question. Detecting the question class and matching it with the named entities of...

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Veröffentlicht in:	Journal of intelligent information systems 2022-12, Vol.59 (3), p.755-777
Hauptverfasser:	Abbasiantaeb, Zahra, Momtazi, Saeedeh
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Artificial neural networks Computer Science Data Structures and Information Theory Datasets Information Storage and Retrieval Information systems IT in Business Language Matching Natural Language Processing (NLP) Neural networks Probability Questions Reading comprehension Transformers
Online-Zugang:	Volltext
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