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1
Can distributional semantics explain performance on the false belief task? ...
Trott, Sean. - : Open Science Framework, 2022
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2
The glyph project: The distinctiveness of written characters — online crowdsourcing for a typology of letter shapes ...
Morin, Olivier. - : Open Science Framework, 2022
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3
Causal and Semantic Relations in L2 Text Processing: An Eye-Tracking Study
Nahatame, Shingo. - : University of Hawaii National Foreign Language Resource Center, 2022. : Center for Language & Technology, 2022
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4
Masked language models directly encode linguistic uncertainty
In: Proceedings of the Society for Computation in Linguistics (2022)
Abstract: Large language models (LLMs) have recently been used as models of psycholinguistic processing, usually focusing on lexical or syntactic surprisal. However, this approach casts away representations of utterance meaning (e.g., hidden states), which are used by LLMs to predict upcoming words. The present work explores whether hidden state representations of LLMs encode human language processing-relevant uncertainty. We specifically assess this possibility using sentences from Federmeier et al. (2007) that are either strongly or weakly predictive of a final word. Using a machine learning approach, we tested and confirmed that LLMs encode uncertainty in their hidden states.
Keyword: Computational Linguistics; natural language processing; neural network; prediction; psycholinguistics; Psycholinguistics and Neurolinguistics
URL: https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1237&context=scil
https://scholarworks.umass.edu/scil/vol5/iss1/23
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5
How Well Do LSTM Language Models Learn Filler-gap Dependencies?
In: Proceedings of the Society for Computation in Linguistics (2022)
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6
Linguistic Complexity and Planning Effects on Word Duration in Hindi Read Aloud Speech
In: Proceedings of the Society for Computation in Linguistics (2022)
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7
Evaluating Structural Economy Claims in Relative Clause Attachment
In: Proceedings of the Society for Computation in Linguistics (2022)
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8
Functional pressures and linguistic typology
Meinhardt, Eric. - : eScholarship, University of California, 2021
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9
Data for: Effects of phonological neighbourhood density and frequency in picture naming. ...
Hameau, Solene. - : Mendeley, 2021
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10
Data for: Effects of phonological neighbourhood density and frequency in picture naming. ...
Hameau, Solene. - : Mendeley, 2021
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11
Exploring the Neural Correlates of Language Processing in the Psychedelic State ...
beykoylu, huseyin. - : Open Science Framework, 2021
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12
The interplay between linguistic and embodied systems in conceptual processing ...
Bernabeu, Pablo. - : Open Science Framework, 2021
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13
Linguistic Synesthesia in Turkish ...
Kumcu, Alper. - : Open Science Framework, 2021
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14
Taboo: Analysis of referring expressions in an interactive communication game ...
Trott, Sean. - : Open Science Framework, 2021
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15
Proceedings of ULAB 2021 ...
Wiernik, Lydia. - : Zenodo, 2021
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16
Proceedings of ULAB 2021 ...
Wiernik, Lydia. - : Zenodo, 2021
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17
Word Probability Re-Estimation Using Topic Modeling and Lexical Decision Data ...
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18
Vertical directionality ratings as lexical norms for English verbs ...
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19
A Layered Bridge from Sound to Meaning: Investigating Cross-linguistic Phonosemantic Correspondences ...
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20
A Layered Bridge from Sound to Meaning: Investigating Cross-linguistic Phonosemantic Correspondences ...
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