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Sophie Hao
Assistant Professor, Linguistics and Data Science, Boston University
Joined
July 2019
Names
Sophie Hao
(Preferred)
,
Yiding Hao
Emails
****@yale.edu
(Confirmed)
,
****@nyu.edu
(Confirmed)
,
****@nyu.edu
(Confirmed)
,
****@bu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
ACL Anthology
Career & Education History
Assistant Professor
Linguistics and Data Science,
Boston University
(bu.edu)
2025
–
Present
Postdoc
Data Science,
New York University
(nyu.edu)
2022
–
2025
PhD student
Linguistics and Computer Science,
Yale University
(yale.edu)
2016
–
2022
Undergrad student
Mathematics and Linguistics,
University of Chicago
(uchicago.edu)
2011
–
2015
Advisors, Relations & Conflicts
Postdoc Advisor
Tal Linzen
2022
–
2025
PhD Advisor
Robert Frank
2016
–
2022
PhD Advisor
Dana Angluin
2016
–
2022
Expertise
natural language processing
,
computational linguistics
,
formal language theory
2016
–
Present
Publications
ERAS: Evaluating the Robustness of Chinese NLP Models to Morphological Garden Path Errors
Qinchan Li
,
Sophie Hao
NAACL
Readers:
Everyone
Context-free Recognition with Transformers
Selim Jerad
,
Anej Svete
,
Sophie Hao
,
Ryan Cotterell
,
William Merrill
Submitted to ICLR 2026
Readers:
Everyone
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number
Sophie Hao
,
Tal Linzen
EMNLP 2023 Findings
Readers:
Everyone
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava
,
Abhinav Rastogi
,
Abhishek Rao
,
Abu Awal Md Shoeb
,
Abubakar Abid
,
Adam Fisch
,
Adam R. Brown
,
Adam Santoro
,
Aditya Gupta
,
Adrià Garriga-Alonso
,
Agnieszka Kluska
,
Aitor Lewkowycz
,
Akshat Agarwal
,
Alethea Power
,
Alex Ray
,
Alex Warstadt
,
Alexander W. Kocurek
,
Ali Safaya
,
Ali Tazarv
,
Alice Xiang
et al. (430 additional authors not shown)
Accepted by TMLR
Readers:
Everyone
An Adversarial Benchmark for Fake News Detection Models
Lorenzo Jaime Yu Flores
,
Yiding Hao
Published: 01 Jan 2022, Last Modified: 27 Jun 2023
CoRR 2022
Readers:
Everyone
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity
Yiding Hao
,
Dana Angluin
,
Robert Frank
Published: 01 Jan 2022, Last Modified: 01 Jul 2023
Trans. Assoc. Comput. Linguistics 2022
Readers:
Everyone
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity
Yiding Hao
,
Dana Angluin
,
Robert Frank
Published: 01 Jan 2022, Last Modified: 01 Jul 2023
CoRR 2022
Readers:
Everyone
An Adversarial Benchmark for Fake News Detection Models
Lorenzo Jaime Yu Flores
,
Yiding Hao
Published: 02 Dec 2021, Last Modified: 15 Feb 2026
AAAI-22 AdvML Workshop ShortPaper
Readers:
Everyone
Evaluating Attribution Methods using White-Box LSTMs
Yiding Hao
Published: 01 Jan 2020, Last Modified: 01 Jul 2023
BlackboxNLP@EMNLP 2020
Readers:
Everyone
Evaluating Attribution Methods using White-Box LSTMs
Yiding Hao
Published: 01 Jan 2020, Last Modified: 01 Jul 2023
CoRR 2020
Readers:
Everyone
View all 19 publications
Co-Authors
Aarohi Srivastava
Abhinav Rastogi
Abhishek Rao
Abu Awal Md Shoeb
Abubakar Abid
Adam Fisch
Adam R. Brown
Adam Santoro
Aditya Gupta
Adrià Garriga-Alonso
Agnieszka Kluska
Aitor Lewkowycz
Akshat Agarwal
Alethea Power
Alex Ray
Alex Warstadt
Alexander W. Kocurek
Ali Safaya
Ali Tazarv
Alice Xiang
Alicia Parrish
Allen Nie
Aman Hussain
Amanda Askell
Amanda Dsouza
View all 463 co-authors