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Naomi Saphra

One Venue, Two Conferences: The Separation of Chinese and American Citation Networks

Nov 17, 2022
Bingchen Zhao, Yuling Gu, Jessica Zosa Forde, Naomi Saphra

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* Workshop on Cultures of AI and AI for Culture @ NeurIPS 2022

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State-of-the-art generalisation research in NLP: a taxonomy and review

Oct 10, 2022
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin

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* 35 pages of content + 53 pages of references

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The MultiBERTs: BERT Reproductions for Robustness Analysis

Jun 30, 2021
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick

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* Checkpoints and example analyses: http://goo.gle/multiberts

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A Non-Linear Structural Probe

May 21, 2021
Jennifer C. White, Tiago Pimentel, Naomi Saphra, Ryan Cotterell

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* Accepted at NAACL 2021

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LSTMs Compose (and Learn) Bottom-Up

Oct 06, 2020
Naomi Saphra, Adam Lopez

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* Published in EMNLP Findings 2020. arXiv admin note: substantial text overlap with arXiv:2004.13195

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Pareto Probing: Trading Off Accuracy for Complexity

Oct 05, 2020
Tiago Pimentel, Naomi Saphra, Adina Williams, Ryan Cotterell

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* Tiago Pimentel and Naomi Saphra contributed equally to this work. Accepted for publication at EMNLP 2020. Code available in https://github.com/rycolab/pareto-probing

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Word Interdependence Exposes How LSTMs Compose Representations

Apr 27, 2020
Naomi Saphra, Adam Lopez

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