Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models

The child’s learning of English morphology

Jean Berko. 1958 · 1958

Earlier work this paper cites.

Applying the transformer to character-level transduction

Original

Shijie Wu, Ryan Cotterell, and Mans Hulden. 2020 · 2005

Earlier work this paper cites.

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Earlier work this paper cites.

CoNLL-SIGMORPHON 2017 shared task: Universal morphological reinflection in 52 languages

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Earlier work this paper cites.

Unlabeled data for morphological generation with character-based sequence-to-sequence models

Katharina Kann and Hinrich Schütze. 2017 · 2017

Earlier work this paper cites.

Data augmentation for morphological reinflection

Miikka Silfverberg, Adam Wiemerslage, Ling Liu, and Lingshuang Jack Mao. 2017 · 2017

Cited alongside, same era.

Attention is all you need

Original

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017

Cited alongside, same era.

The CoNLL–SIGMORPHON 2018 shared task: Universal morphological reinflection

Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, Sabrina J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, and Mans Hulden. 2018 · 2018

Cited alongside, same era.

UniMorph 2.0: Universal Morphology

Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sabrina J. Mielke, Arya McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, and Mans Hulden. 2018 · 2018

Cited alongside, same era.

Pushing the limits of low-resource morphological inflection

Antonios Anastasopoulos and Graham Neubig. 2019 · 2019

The SIGMORPHON 2019 shared task: Morphological analysis in context and cross-lingual transfer for inflection

Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, Sabrina J. Mielke, Jeffrey Heinz, Ryan Cotterell, and Mans Hulden. 2019 · 2019

Later among the works it cites.

fairseq: A fast, extensible toolkit for sequence modeling

Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, and Michael Auli. 2019 · 2019

Later among the works it cites.

Analogy models for neural word inflection

Ling Liu and Mans Hulden. 2020 · 2020

Later among the works it cites.

SIGMORPHON 2020 shared task 0: Typologically diverse morphological inflection

Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, and Mans Hulden. 2020 · 2020

Later among the works it cites.