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Williams, Adina (7)
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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (3)
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Hits 1 – 7 of 7
1
Investigating Failures of Automatic Translation in the Case of Unambiguous Gender ...
Renduchintala, Adithya
;
Williams, Adina
. - : arXiv, 2021
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2
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Blasi, Damián
;
Cotterell, Ryan
. - : Underline Science Inc., 2021
BASE
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3
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs ...
Williams, Adina
;
Cotterell, Ryan
;
Wolf-Sonkin, Lawrence
. - : ETH Zurich, 2021
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4
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Dieuwke
;
., Kate
;
Dankers, Verna
;
Langedijk, Anna
;
Williams, Adina
. - : Underline Science Inc., 2021
Abstract:
Inflectional morphology has since long been a useful testing ground for broader questions about generalisation in language and the viability of neural network models as cognitive models of language. Here, in line with that tradition, we explore how recurrent neural networks acquire the complex German plural system and reflect upon how their strategy compares to human generalisation and rule-based models of this system. We perform analyses including behavioural experiments, diagnostic classification, representation analysis and causal interventions, suggesting that the models rely on features that are also key predictors in rule-based models of German plurals. However, the models also display shortcut learning, which is crucial to overcome in search of more cognitively plausible generalisation behaviour. ...
URL:
https://dx.doi.org/10.48448/93gq-w465
https://underline.io/lecture/39844-generalising-to-german-plural-noun-classes,-from-the-perspective-of-a-recurrent-neural-network
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5
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs
Williams, Adina
;
Blasi, Damián
;
Wallach, Hanna
...
In: Transactions of the Association for Computational Linguistics, 9 (2021)
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6
UnNatural Language Inference ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Parthasarathi, Prasanna
;
Pineau, Joelle
. - : Underline Science Inc., 2021
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7
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Dieuwke
;
Jia, Robin
. - : Underline Science Inc., 2021
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