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Text Generation with Text-Editing Models


Jun 14, 2022
Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adamek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn

* Accepted as a tutorial at NAACL 2022 

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Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES


May 02, 2022
Felix Stahlberg, Shankar Kumar

* NAACL 2022 paper 

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Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models


Apr 01, 2022
Felix Stahlberg, Ilia Kulikov, Shankar Kumar

* ACL 2022 paper 

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Transformer-based Models of Text Normalization for Speech Applications


Feb 01, 2022
Jae Hun Ro, Felix Stahlberg, Ke Wu, Shankar Kumar


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Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models


May 27, 2021
Felix Stahlberg, Shankar Kumar

* Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, 2021. https://github.com/google-research-datasets/C4_200M-synthetic-dataset-for-grammatical-error-correction 

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Seq2Edits: Sequence Transduction Using Span-level Edit Operations


Sep 23, 2020
Felix Stahlberg, Shankar Kumar

* Accepted at EMNLP 2020 

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Using Context in Neural Machine Translation Training Objectives


May 04, 2020
Danielle Saunders, Felix Stahlberg, Bill Byrne

* ACL 2020 

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Neural Machine Translation: A Review


Dec 04, 2019
Felix Stahlberg


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On NMT Search Errors and Model Errors: Cat Got Your Tongue?


Aug 27, 2019
Felix Stahlberg, Bill Byrne

* EMNLP-2019 

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The CUED's Grammatical Error Correction Systems for BEA-2019


Jun 29, 2019
Felix Stahlberg, Bill Byrne

* BEA-2019 (ACL2019 workshop) shared task system description 

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