When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes

Bibliographic Details
Main Authors: Tucker, Mycal, Eisape, Tiwalayo, Qian, Peng, Levy, Roger, Shah, Julie
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:English
Published: Association for Computational Linguistics (ACL) 2023
Online Access:https://hdl.handle.net/1721.1/150010
_version_ 1826192226276868096
author Tucker, Mycal
Eisape, Tiwalayo
Qian, Peng
Levy, Roger
Shah, Julie
author2 Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
author_facet Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Tucker, Mycal
Eisape, Tiwalayo
Qian, Peng
Levy, Roger
Shah, Julie
author_sort Tucker, Mycal
collection MIT
first_indexed 2024-09-23T09:08:17Z
format Article
id mit-1721.1/150010
institution Massachusetts Institute of Technology
language English
last_indexed 2024-09-23T09:08:17Z
publishDate 2023
publisher Association for Computational Linguistics (ACL)
record_format dspace
spelling mit-1721.1/1500102023-04-01T03:56:52Z When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes Tucker, Mycal Eisape, Tiwalayo Qian, Peng Levy, Roger Shah, Julie Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences 2023-03-30T13:36:21Z 2023-03-30T13:36:21Z 2022 2023-03-30T13:34:29Z Article http://purl.org/eprint/type/ConferencePaper https://hdl.handle.net/1721.1/150010 Tucker, Mycal, Eisape, Tiwalayo, Qian, Peng, Levy, Roger and Shah, Julie. 2022. "When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes." Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. en 10.18653/V1/2022.NAACL-MAIN.394 Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf Association for Computational Linguistics (ACL) Association for Computational Linguistics
spellingShingle Tucker, Mycal
Eisape, Tiwalayo
Qian, Peng
Levy, Roger
Shah, Julie
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title_full When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title_fullStr When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title_full_unstemmed When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title_short When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
title_sort when does syntax mediate neural language model performance evidence from dropout probes
url https://hdl.handle.net/1721.1/150010
work_keys_str_mv AT tuckermycal whendoessyntaxmediateneurallanguagemodelperformanceevidencefromdropoutprobes
AT eisapetiwalayo whendoessyntaxmediateneurallanguagemodelperformanceevidencefromdropoutprobes
AT qianpeng whendoessyntaxmediateneurallanguagemodelperformanceevidencefromdropoutprobes
AT levyroger whendoessyntaxmediateneurallanguagemodelperformanceevidencefromdropoutprobes
AT shahjulie whendoessyntaxmediateneurallanguagemodelperformanceevidencefromdropoutprobes