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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (2)
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Hits 1 – 7 of 7
1
On Homophony and Rényi Entropy ...
Pimentel, Tiago
;
Meister, Clara Isabel
;
Teufel, Simone
. - : ETH Zurich, 2021
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2
On Homophony and Rényi Entropy ...
Pimentel, Tiago
;
Meister, Clara
;
Teufel, Simone
. - : arXiv, 2021
BASE
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3
On Homophony and Rényi Entropy ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cotterell, Ryan
;
Meister, Clara
;
Pimentel, Tiago
;
Teufel, Simone
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.653/ Abstract: Homophony's widespread presence in natural languages is a controversial topic. Recent theories of language optimality have tried to justify its prevalence, despite its negative effects on cognitive processing time; e.g., Piantadosi et al. (2012) argued homophony enables the reuse of efficient wordforms and is thus beneficial for languages. This hypothesis has recently been challenged by Trott and Bergen (2020), who posit that good wordforms are more often homophonous simply because they are more phonotactically probable. In this paper, we join in on the debate. We first propose a new information-theoretic quantification of a language's homophony: the sample Rényi entropy. Then, we use this quantification to revisit Trott and Bergen's claims. While their point is theoretically sound, a specific methodological issue in their experiments raises doubts about their results. After addressing this issue, we find no clear pressure either ...
Keyword:
Data Management System
;
Machine Learning
;
Machine translation
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/hb3k-4z04
https://underline.io/lecture/37412-on-homophony-and-renyi-entropy
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4
A surprisal--duration trade-off across and within the world's languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Blasi, Damián
;
Cotterell, Ryan
. - : Underline Science Inc., 2021
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5
What About the Precedent: An Information-Theoretic Analysis of Common Law ...
Valvoda, Josef
;
Pimentel, Tiago
;
Stoehr, Niklas
. - : ETH Zurich, 2021
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6
What About the Precedent: An Information-Theoretic Analysis of Common Law
Teufel, Simone
;
Valvoda, Josef
;
Stoehr, Niklas
...
In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021)
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7
Metaphor Detection Using Context and Concreteness
Maudslay, Rowan Hall
;
Pimentel, Tiago
;
Cotterell, Ryan
...
In: Proceedings of the Second Workshop on Figurative Language Processing (2020)
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