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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (1.029)
Cotterell, Ryan (8)
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Hits 1 – 20 of 1.029
1
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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2
On the Role of Corpus Ordering in Language Modeling ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Lauren
;
Agrawal, Ameeta
. - : Underline Science Inc., 2021
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3
Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ehara, Yo
. - : Underline Science Inc., 2021
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4
Analysis of Language Change in Collaborative Instruction Following ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Artzi, Yoav
;
Effenberger, Anna
. - : Underline Science Inc., 2021
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5
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Sanjeev
;
Koehn, Philipp
. - : Underline Science Inc., 2021
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6
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Wai
;
Bing, Lidong
. - : Underline Science Inc., 2021
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7
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chairatanakul, Nuttapong
;
Charoenphakdee, Nontawat
. - : Underline Science Inc., 2021
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8
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jiang, Jing
;
Lim, Ee-Peng
. - : Underline Science Inc., 2021
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9
Automatic Bilingual Markup Transfer ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Wuebker, Joern
;
Zenkel, Thomas
. - : Underline Science Inc., 2021
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10
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Li, Yun
;
Lu, Xinyu
. - : Underline Science Inc., 2021
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11
Challenges in Detoxifying Language Models ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Dathathri, Sumanth
;
Glaese, Amelia
. - : Underline Science Inc., 2021
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12
SD-QA: Spoken Dialectal Question Answering for the Real World ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Alam, Md Mahfuz Ibn
;
Anastasopoulos, Antonios
. - : Underline Science Inc., 2021
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13
Plan-then-Generate: Controlled Data-to-Text Generation via Planning ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Nigel
;
Fang, Yimai
. - : Underline Science Inc., 2021
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14
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gales, Mark
;
Manakul, Potsawee
. - : Underline Science Inc., 2021
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15
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Beguš, Gašper
. - : Underline Science Inc., 2021
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16
Live Session - 4E: Phonology, Morphology and Word Segmentation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
. - : Underline Science Inc., 2021
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17
Signed Coreference Resolution ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Yin, Kayo
. - : Underline Science Inc., 2021
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18
Backtranslation in Neural Morphological Inflection ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Hulden, Mans
;
Liu, Ling
. - : Underline Science Inc., 2021
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19
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
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20
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gao, Yan
;
Guo, Jiaqi
. - : Underline Science Inc., 2021
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