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Simple Search
Hits 1 – 17 of 17
1
Comparison of Structural Parsers and Neural Language Models as Surprisal Estimators
Oh, Byung-Doh
;
Clark, Christian
;
Schuler, William
In: Front Artif Intell (2022)
BASE
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2
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jin, Lifeng
;
Oh, Byung-Doh
. - : Underline Science Inc., 2021
BASE
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3
Coreference-aware Surprisal Predicts Brain Response ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jaffe, Evan
;
Oh, Byung-Doh
. - : Underline Science Inc., 2021
BASE
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4
Surprisal Estimators for Human Reading Times Need Character Models ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Clark, Christian
;
Oh, Byung-Doh
;
Schuler, William
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.290 Abstract: While the use of character models has been popular in NLP applications, it has not been explored much in the context of psycholinguistic modeling. This paper presents a character model that can be applied to a structural parser-based processing model to calculate word generation probabilities. Experimental results show that surprisal estimates from a structural processing model using this character model deliver substantially better fits to self-paced reading, eye-tracking, and fMRI data than those from large-scale language models trained on much more data. This may suggest that the proposed processing model provides a more humanlike account of sentence processing, which assumes a larger role of morphology, phonotactics, and orthographic complexity than was previously thought. ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://dx.doi.org/10.48448/090d-4647
https://underline.io/lecture/25642-surprisal-estimators-for-human-reading-times-need-character-models
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5
Coreference-aware Surprisal Predicts Brain Response ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jaffe, Evan
;
Oh, Byung-Doh
. - : Underline Science Inc., 2021
BASE
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6
Coreference information guides human expectations during natural reading ...
The 28th International Conference on Computational Linguistics 2020
;
Jaffe, Evan
;
Schuler, William
. - : Underline Science Inc., 2020
BASE
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7
The Importance of Category Labels in Grammar Induction with Child-directed Utterances ...
Jin, Lifeng
;
Schuler, William
. - : arXiv, 2020
BASE
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8
Unsupervised Grammar Induction with Depth-bounded PCFG ...
Jin, Lifeng
;
Doshi-Velez, Finale
;
Miller, Timothy
. - : arXiv, 2018
BASE
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9
A Model of Language Processing as Hierarchic Sequential Prediction
van Schijndel, Marten
;
Exley, Andy
;
Schuler, William
In:
Topics in cognitive science. - Hoboken, NJ [u.a.] : Wiley
5 (2013) 3, 522-540
OLC Linguistik
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10
Incremental Syntactic Language Models for Phrase-Based Translation
Schwartz, Lane
;
Callison-Burch, Chris
;
Schuler, William
...
In: DTIC (2011)
BASE
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11
Complexity metrics in an incremental right-corner parser
Wu, Stephen
;
Bachrach, Asaf
;
Cárdenas, Carlos
...
In:
Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL
48 (2010) 2, 1189-1198
BLLDB
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12
On relations of constituency and dependency grammars
Dras, Mark
;
Chiang, David
;
Schuler, William
In:
Research on language and computation. - London : King's College
2 (2004) 2, 281-305
BLLDB
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13
Tractable models of natural language semantics for recognizing spoken directions
Schuler, William Edward
In: Dissertations available from ProQuest (2003)
BASE
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14
Parameterized action representation for virtual human agents
Badler, Norman
;
Bindiganavale, Rama
;
Allbeck, Jan
...
In:
Embodied conversational agents
(Cambridge, MA, 2000), p. 256-286
MPI für Psycholinguistik
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15
A Parameterized Action Representation for Virtual Human Agents
Badler, Norman I
;
Bindiganavale, Ramamani
;
Bourne, Juliet C
...
In: Center for Human Modeling and Simulation (2000)
BASE
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16
A Parameterized Action Representation for Virtual Human Agents
Badler, Norman I
;
Bindiganavale, Ramamani
;
Bourne, Juliet C
...
In: Center for Human Modeling and Simulation (2000)
BASE
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17
A Machine Translation System from English to American Sign Language
Zhao, Liwei
;
Kipper, Karin
;
Schuler, William
...
In: Center for Human Modeling and Simulation (2000)
BASE
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