Contextual Representation in NLP to Improve Success in Accident Classification of Mine Safety Narratives

Contextual representation has taken center stage in Natural Language Processing (NLP) in the recent past. Models such as Bidirectional Encoder Representations from Transformers (BERT) have found tremendous success in the arena. As a first attempt in the mining industry, in the current work, BERT arc...

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Bibliographic Details
Main Authors: Rambabu Pothina, Rajive Ganguli
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Minerals
Subjects:
Online Access:https://www.mdpi.com/2075-163X/13/6/770