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

R Cotterell, C Kirov, J Sylak-Glassman… - arxiv preprint arxiv …, 2017 - arxiv.org
The CoNLL-SIGMORPHON 2017 shared task on supervised morphological generation
required systems to be trained and tested in each of 52 typologically diverse languages. In …

The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

R Cotterell, C Kirov, J Sylak-Glassman… - arxiv preprint arxiv …, 2018 - arxiv.org
The CoNLL--SIGMORPHON 2018 shared task on supervised learning of morphological
generation featured data sets from 103 typologically diverse languages. Apart from …

[PDF][PDF] IIT (BHU)–IIITH at CoNLL–SIGMORPHON 2018 shared task on universal morphological reinflection

A Sharma, G Katrapati, DM Sharma - Proceedings of the CoNLL …, 2018 - aclanthology.org
This paper describes the systems submitted by IIT (BHU), Varanasi/IIIT Hyderabad (IITBHU–
IIITH) for Task 1 of CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological …

We need to talk about random seeds

S Bethard - arxiv preprint arxiv:2210.13393, 2022 - arxiv.org
Modern neural network libraries all take as a hyperparameter a random seed, typically used
to determine the initial state of the model parameters. This opinion piece argues that there …

Computational morphology with neural network approaches

L Liu - arxiv preprint arxiv:2105.09404, 2021 - arxiv.org
Neural network approaches have been applied to computational morphology with great
success, improving the performance of most tasks by a large margin and providing new …

Cognate projection for low-resource inflection generation

B Hauer, AA Habibi, Y Luan, RR Riyadh… - Proceedings of the …, 2019 - aclanthology.org
Cognate Projection for Low-Resource Inflection Generation Page 1 Proceedings of the 16th
Workshop on Computational Research in Phonetics, Phonology, and Morphology, pages 6–11 …

Organising lexica into analogical grids: a study of a holistic approach for morphological generation under various sizes of data in various languages

R Fam, Y Lepage - Journal of Experimental & Theoretical Artificial …, 2024 - Taylor & Francis
Morphological generation is a task where given a lemma and a morphosyntactic description
of the target form, we are asked to generate the target form. Knowing that the syntactic and …

Finding the way from\" a to a: Sub-character morphological inflection for the SIGMORPHON 2018 Shared Task

F Schröder, M Kamlot, G Billing, A Köhn - arxiv preprint arxiv:1809.05742, 2018 - arxiv.org
In this paper we describe the system submitted by UHH to the CoNLL--SIGMORPHON 2018
Shared Task: Universal Morphological Reinflection. We propose a neural architecture based …

Phonological features for morphological inflection

A Wiemerslage, M Silfverberg… - Proceedings of the …, 2018 - aclanthology.org
Modeling morphological inflection is an important task in Natural Language Processing. In
contrast to earlier work that has largely used orthographic representations, we experiment …

[PDF][PDF] IPS-WASEDA system at CoNLL–SIGMORPHON 2018 Shared Task on morphological inflection

R Fam, Y Lepage - … of the CoNLL–SIGMORPHON 2018 Shared …, 2018 - aclanthology.org
This paper presents the system submitted by IPS-WASEDA University for CoNLL–
SIGMORPHON 2018 Shared Task 1: Type level inflection. We develop a system based on a …