Neuron-level Interpretation of Deep NLP Models: A Survey

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Main Authors: Hassan Sajjad, Nadir Durrani, Fahim Dalvi
Format: Article
Language:English
Published: The MIT Press 2022-11-01
Series:Transactions of the Association for Computational Linguistics
Online Access:http://dx.doi.org/10.1162/tacl_a_00519
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author Hassan Sajjad
Nadir Durrani
Fahim Dalvi
author_facet Hassan Sajjad
Nadir Durrani
Fahim Dalvi
author_sort Hassan Sajjad
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institution Kabale University
issn 2307-387X
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publishDate 2022-11-01
publisher The MIT Press
record_format Article
series Transactions of the Association for Computational Linguistics
spelling doaj-art-6a7200db388f45bc94f59eef60a78a502024-12-09T20:15:24ZengThe MIT PressTransactions of the Association for Computational Linguistics2307-387X2022-11-011010.1162/tacl_a_00519Neuron-level Interpretation of Deep NLP Models: A SurveyHassan SajjadNadir DurraniFahim Dalvihttp://dx.doi.org/10.1162/tacl_a_00519
spellingShingle Hassan Sajjad
Nadir Durrani
Fahim Dalvi
Neuron-level Interpretation of Deep NLP Models: A Survey
Transactions of the Association for Computational Linguistics
title Neuron-level Interpretation of Deep NLP Models: A Survey
title_full Neuron-level Interpretation of Deep NLP Models: A Survey
title_fullStr Neuron-level Interpretation of Deep NLP Models: A Survey
title_full_unstemmed Neuron-level Interpretation of Deep NLP Models: A Survey
title_short Neuron-level Interpretation of Deep NLP Models: A Survey
title_sort neuron level interpretation of deep nlp models a survey
url http://dx.doi.org/10.1162/tacl_a_00519
work_keys_str_mv AT hassansajjad neuronlevelinterpretationofdeepnlpmodelsasurvey
AT nadirdurrani neuronlevelinterpretationofdeepnlpmodelsasurvey
AT fahimdalvi neuronlevelinterpretationofdeepnlpmodelsasurvey