Search Results for author: Zhiyi Ma

Found 4 papers, 1 papers with code

Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking

no code implementations • NeurIPS 2021 • Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

We introduce Dynaboard, an evaluation-as-a-service framework for hosting benchmarks and conducting holistic model comparison, integrated with the Dynabench platform.

Benchmarking

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Dynabench: Rethinking Benchmarking in NLP

no code implementations • NAACL 2021 • Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams

We introduce Dynabench, an open-source platform for dynamic dataset creation and model benchmarking.

Benchmarking

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A Comparison of Approaches to Document-level Machine Translation

no code implementations • 26 Jan 2021 • Zhiyi Ma, Sergey Edunov, Michael Auli

Document-level machine translation conditions on surrounding sentences to produce coherent translations.

Document Level Machine Translation Machine Translation +1

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Beyond English-Centric Multilingual Machine Translation

7 code implementations • 21 Oct 2020 • Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin

Existing work in translation demonstrated the potential of massively multilingual machine translation by training a single model able to translate between any pair of languages.

Machine Translation Translation

124,984

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