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1
Learning Argument Structures with Recurrent Neural Network Grammars
In: Proceedings of the Society for Computation in Linguistics (2022)
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2
Cross-linguistic patterns of morpheme order reflect cognitive biases: An experimental study of case and number morphology ...
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3
Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ...
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4
Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars ...
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5
Effective Batching for Recurrent Neural Network Grammars ...
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6
Lower Perplexity is Not Always Human-Like ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.405 Abstract: In computational psycholinguistics, various language models have been evaluated against human reading behavior (e.g., eye movement) to build human-like computational models. However, most previous efforts have focused almost exclusively on English, despite the recent trend towards linguistic universal within the general community. In order to fill the gap, this paper investigates whether the established results in computational psycholinguistics can be generalized across languages. Specifically, we re-examine an established generalization ---\textit{the lower perplexity a language model has, the more human-like the language model is}--- in Japanese with typologically different structures from English. Our experiments demonstrate that this established generalization exhibits a surprising lack of universality; namely, lower perplexity is not always human-like. Moreover, this discrepancy between English and Japanese is further explored from ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/25824-lower-perplexity-is-not-always-human-like
https://dx.doi.org/10.48448/mjnr-8446
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7
Lower Perplexity is Not Always Human-Like ...
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8
Modeling Human Morphological Competence
In: Front Psychol (2020)
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9
Modeling Morphological Processing in Human Magnetoencephalography
In: Proceedings of the Society for Computation in Linguistics (2020)
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10
Dual suppletion in Japanese
In: Proceedings of the 14th Workshop on Altaic Formal Linguistics (WAFL14) ([2019]), S. 193-204
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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11
Case-Number morpheme order ...
Saldana, Carmen; Oseki, Yohei; Culbertson, Jennifer. - : Open Science Framework, 2019
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12
Some consequences of simplest Merge and defectiveness in Japanese
In: Proceedings of the 10th Workshop on Altaic Formal Linguistics (WAFL10) ([2018]), S. 217-228
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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13
The reliability of acceptability judgments across languages
In: Glossa: a journal of general linguistics; Vol 3, No 1 (2018); 100 ; 2397-1835 (2018)
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14
Wh-Concord in Okinawan = Syntactic Movement + Morphological Merger
In: University of Pennsylvania Working Papers in Linguistics (2016)
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