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Simple Search
Hits 1 – 18 of 18
1
How Efficiency Shapes Human Language
Gibson, Edward
;
Futrell, Richard
;
Piantadosi, Steven
...
In: https://hal.archives-ouvertes.fr/hal-03552539 ; 2022 (2022)
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2
Functional pressures and linguistic typology
Meinhardt, Eric
. - : eScholarship, University of California, 2021
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3
An ERP index of real-time error correction within a noisy-channel framework of human communication.
Ryskin, Rachel
;
Stearns, Laura
;
Bergen, Leon
. - : eScholarship, University of California, 2021
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4
An ERP index of real-time error correction within a noisy-channel framework of human communication
Ryskin, Rachel
;
Stearns, Laura
;
Bergen, Leon
...
In: bioRxiv (2021)
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5
Speakers Enhance Contextually Confusable Words
Meinhardt, Eric
;
Bakovic, Eric
;
Bergen, Leon
. - : eScholarship, University of California, 2020
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6
Word Frequency Does Not Predict Grammatical Knowledge in Language Models ...
Yu, Charles
;
Sie, Ryan
;
Tedeschi, Nico
;
Bergen, Leon
. - : arXiv, 2020
Abstract:
Neural language models learn, to varying degrees of accuracy, the grammatical properties of natural languages. In this work, we investigate whether there are systematic sources of variation in the language models' accuracy. Focusing on subject-verb agreement and reflexive anaphora, we find that certain nouns are systematically understood better than others, an effect which is robust across grammatical tasks and different language models. Surprisingly, we find that across four orders of magnitude, corpus frequency is unrelated to a noun's performance on grammatical tasks. Finally, we find that a novel noun's grammatical properties can be few-shot learned from various types of training data. The results present a paradox: there should be less variation in grammatical performance than is actually observed. ... : EMNLP 2020 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2010.13870
https://dx.doi.org/10.48550/arxiv.2010.13870
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7
How Efficiency Shapes Human Language ; How Efficiency Shapes Human Language, TICS 2019
Gibson, Edward A
;
Futrell, Richard
;
Piantadosi, Steven
...
In: Prof. Levy via Courtney Crummett (2019)
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8
Color naming across languages reflects color use
Ratnasingam, Sivalogeswaran
;
Piantadosi, Steven T.
;
Conway, Bevil R.
...
In: National Academy of Sciences (2018)
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9
Learning Structured Preferences
Bergen, Leon
;
Evans, Owain Rhys
;
Tenenbaum, Joshua B
In: Other univ. web domain (2017)
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10
Color naming across languages reflects color use
Gibson, Edward
;
Futrell, Richard
;
Jara-Ettinger, Julian
. - : National Academy of Sciences, 2017
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11
Joint inference in pragmatic reasoning
Bergen, Leon
. - : Massachusetts Institute of Technology, 2016
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12
Processing temporal presuppositions: an event-related potential study
Stearns, Laura
;
Eddy, Marianna
;
Jouravlev, Olessia
...
In: Prof. Gibson via Courtney Crummett (2016)
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13
Processing temporal presuppositions: an event-related potential study ...
Jouravlev, Olessia
;
Stearns, Laura
;
Bergen, Leon
. - : Taylor & Francis, 2016
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14
Processing temporal presuppositions: an event-related potential study ...
Jouravlev, Olessia
;
Stearns, Laura
;
Bergen, Leon
. - : Taylor & Francis, 2016
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15
A rational inference approach to aphasic language comprehension
Sandberg, Chaleece
;
Fedorenko, Evelina
;
Kiran, Swathi
...
In: Prof. Gibson via Courtney Crummett (2015)
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16
Nonliteral understanding of number words
Bergen, Leon
;
Kao, Justine T.
;
Wu, Jean Y.
...
In: National Academy of Sciences (U.S.) (2014)
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17
Rational integration of noisy evidence and prior semantic expectations in sentence interpretation
Gibson, Edward
;
Bergen, Leon
;
Piantadosi, Steven T.
. - : National Academy of Sciences, 2013
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18
Rational integration of noisy evidence and prior semantic expectations in sentence interpretation
Gibson, Edward A.
;
Bergen, Leon
;
Piantadosi, Steven T.
In: PNAS (2012)
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