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1
Are neural language models sensitive to false belief? A computational study. ...
Trott, Sean. - : Open Science Framework, 2022
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2
Can distributional semantics explain performance on the false belief task? ...
Trott, Sean. - : Open Science Framework, 2022
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3
Contextualized Sensorimotor Norms: multi-dimensional measures of sensorimotor strength for ambiguous English words, in context ...
Trott, Sean; Bergen, Benjamin. - : arXiv, 2022
Abstract: Most large language models are trained on linguistic input alone, yet humans appear to ground their understanding of words in sensorimotor experience. A natural solution is to augment LM representations with human judgments of a word's sensorimotor associations (e.g., the Lancaster Sensorimotor Norms), but this raises another challenge: most words are ambiguous, and judgments of words in isolation fail to account for this multiplicity of meaning (e.g., "wooden table" vs. "data table"). We attempted to address this problem by building a new lexical resource of contextualized sensorimotor judgments for 112 English words, each rated in four different contexts (448 sentences total). We show that these ratings encode overlapping but distinct information from the Lancaster Sensorimotor Norms, and that they also predict other measures of interest (e.g., relatedness), above and beyond measures derived from BERT. Beyond shedding light on theoretical questions, we suggest that these ratings could be of use as a ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2203.05648
https://dx.doi.org/10.48550/arxiv.2203.05648
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4
sj-docx-1-las-10.1177_00238309221087715 – Supplemental material for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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5
The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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6
sj-csv-3-las-10.1177_00238309221087715 – for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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7
The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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8
sj-csv-2-las-10.1177_00238309221087715 – for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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9
sj-csv-3-las-10.1177_00238309221087715 – for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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10
sj-docx-1-las-10.1177_00238309221087715 – Supplemental material for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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11
sj-csv-2-las-10.1177_00238309221087715 – for The Role of Prosody in Disambiguating English Indirect Requests ...
Trott, Sean; Reed, Stefanie; Kaliblotzky, Dan. - : SAGE Journals, 2022
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12
Can comprehenders use prosody to interpret potential indirect requests? ...
Trott, Sean. - : Open Science Framework, 2021
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13
Ambiguity in the mental lexicon ...
Trott, Sean. - : Open Science Framework, 2021
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14
Ambiguity in the mental lexicon: Pre-registered replication ...
Trott, Sean. - : Open Science Framework, 2021
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15
Taboo: Analysis of referring expressions in an interactive communication game ...
Trott, Sean. - : Open Science Framework, 2021
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16
RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) ...
Trott, Sean; Bergen, Benjamin. - : arXiv, 2021
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17
RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ...
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18
(Re)construing Meaning in NLP ...
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19
Exploiting Deep Semantics and Compositionality of Natural Language for Human-Robot-Interaction ...
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