Hierarchical Interpretation of Neural Text Classification

Recent years have witnessed increasing interest in developing interpretable models in Natural Language Processing (NLP). Most existing models aim at identifying input features such as words or phrases important for model predictions. Neural models developed in NLP, however, often compose word semant...

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Bibliographic Details
Main Authors: Hanqi Yan, Lin Gui, Yulan He
Format: Article
Language:English
Published: The MIT Press 2022-08-01
Series:Computational Linguistics
Online Access:http://dx.doi.org/10.1162/coli_a_00459