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Hits 1 – 14 of 14

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 ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.235/ Abstract: In computational linguistics, it has been shown that hierarchical structures make language models (LMs) more human-like. However, the previous literature has been agnostic about a parsing strategy of the hierarchical models. In this paper, we investigated whether hierarchical structures make LMs more human-like, and if so, which parsing strategy is most cognitively plausible. In order to address this question, we evaluated three LMs against human reading times in Japanese with head-final left-branching structures: Long Short-Term Memory (LSTM) as a sequential model and Recurrent Neural Network Grammars (RNNGs) with top-down and left-corner parsing strategies as hierarchical models. Our computational modeling demonstrated that left-corner RNNGs outperformed top-down RNNGs and LSTM, suggesting that hierarchical and left-corner architectures are more cognitively plausible than top-down or sequential architectures. In addition, the ...
URL: https://dx.doi.org/10.48448/h412-5639
https://underline.io/lecture/38060-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 ...
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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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