@inproceedings{mukans-etal-2022-riga,
title = "{RIGA} at {S}em{E}val-2022 Task 1: Scaling Recurrent Neural Networks for {CODWOE} Dictionary Modeling",
author = "Mukans, Eduards and
Strazds, Gus and
Barzdins, Guntis",
editor = "Emerson, Guy and
Schluter, Natalie and
Stanovsky, Gabriel and
Kumar, Ritesh and
Palmer, Alexis and
Schneider, Nathan and
Singh, Siddharth and
Ratan, Shyam",
booktitle = "Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)",
month = jul,
year = "2022",
address = "Seattle, United States",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.semeval-1.9/",
doi = "10.18653/v1/2022.semeval-1.9",
pages = "82--87",
abstract = "Described are our two entries {\textquotedblleft}emukans{\textquotedblright} and {\textquotedblleft}guntis{\textquotedblright} for the definition modeling track of CODWOE SemEval-2022 Task 1. Our approach is based on careful scaling of a GRU recurrent neural network, which exhibits double descent of errors, corresponding to significant improvements also per human judgement. Our results are in the middle of the ranking table per official automatic metrics."
}
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<abstract>Described are our two entries “emukans” and “guntis” for the definition modeling track of CODWOE SemEval-2022 Task 1. Our approach is based on careful scaling of a GRU recurrent neural network, which exhibits double descent of errors, corresponding to significant improvements also per human judgement. Our results are in the middle of the ranking table per official automatic metrics.</abstract>
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%0 Conference Proceedings
%T RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling
%A Mukans, Eduards
%A Strazds, Gus
%A Barzdins, Guntis
%Y Emerson, Guy
%Y Schluter, Natalie
%Y Stanovsky, Gabriel
%Y Kumar, Ritesh
%Y Palmer, Alexis
%Y Schneider, Nathan
%Y Singh, Siddharth
%Y Ratan, Shyam
%S Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
%D 2022
%8 July
%I Association for Computational Linguistics
%C Seattle, United States
%F mukans-etal-2022-riga
%X Described are our two entries “emukans” and “guntis” for the definition modeling track of CODWOE SemEval-2022 Task 1. Our approach is based on careful scaling of a GRU recurrent neural network, which exhibits double descent of errors, corresponding to significant improvements also per human judgement. Our results are in the middle of the ranking table per official automatic metrics.
%R 10.18653/v1/2022.semeval-1.9
%U https://aclanthology.org/2022.semeval-1.9/
%U https://doi.org/10.18653/v1/2022.semeval-1.9
%P 82-87
Markdown (Informal)
[RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling](https://aclanthology.org/2022.semeval-1.9/) (Mukans et al., SemEval 2022)
ACL