Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis

Kelly W. Zhang; Samuel R. Bowman

Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis

Kelly W. Zhang, Samuel R. Bowman

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English (US)
Title of host publication	EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP
Subtitle of host publication	Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop
Publisher	Association for Computational Linguistics (ACL)
Pages	359-361
Number of pages	3
ISBN (Electronic)	9781948087711
State	Published - 2018
Event	1st Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, co-located with the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 - Brussels, Belgium Duration: Nov 1 2018 → …

Publication series

Name	EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop

Conference

Conference	1st Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, co-located with the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018
Country/Territory	Belgium
City	Brussels
Period	11/1/18 → …

ASJC Scopus subject areas

Computer Science Applications
Computational Theory and Mathematics
Information Systems

Cite this

Zhang, K. W., & Bowman, S. R. (2018). Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis. In EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop (pp. 359-361). (EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop). Association for Computational Linguistics (ACL).

Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis. / Zhang, Kelly W.; Bowman, Samuel R.
EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop. Association for Computational Linguistics (ACL), 2018. p. 359-361 (EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, KW & Bowman, SR 2018, Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis. in EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop. EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop, Association for Computational Linguistics (ACL), pp. 359-361, 1st Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, co-located with the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018, Brussels, Belgium, 11/1/18.

Zhang KW, Bowman SR. Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis. In EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop. Association for Computational Linguistics (ACL). 2018. p. 359-361. (EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop).

Zhang, Kelly W. ; Bowman, Samuel R. / Language Modeling Teaches You More Syntax than Translation Does : Lessons Learned through Auxiliary Task Analysis. EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop. Association for Computational Linguistics (ACL), 2018. pp. 359-361 (EMNLP 2018 - 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Proceedings of the 1st Workshop).

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Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned through Auxiliary Task Analysis

Publication series

Conference

ASJC Scopus subject areas

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