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1
Syntactic dependencies correspond to word pairs with high mutual information
In: Association for Computational Linguistics (2021)
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2
Breakdowns in Informativeness of Naturalistic Speech Production in Primary Progressive Aphasia
In: MDPI (2021)
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3
Lack of selectivity for syntax relative to word meanings throughout the language network
In: PMC (2021)
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4
No evidence for differences among language regions in their temporal receptive windows
In: Elsevier (2021)
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5
Comprehension of computer code relies primarily on domain-general executive brain regions
In: eLife (2021)
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6
The Small and Efficient Language Network of Polyglots and Hyper-polyglots
In: bioRxiv (2021)
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7
Composition is the core driver of the language-selective network
In: MIT Press (2019)
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8
Toward a universal decoder of linguistic meaning from brain activation
In: Nature Communications (2018)
Abstract: Prior work decoding linguistic meaning from imaging data has been largely limited to concrete nouns, using similar stimuli for training and testing, from a relatively small number of semantic categories. Here we present a new approach for building a brain decoding system in which words and sentences are represented as vectors in a semantic space constructed from massive text corpora. By efficiently sampling this space to select training stimuli shown to subjects, we maximize the ability to generalize to new meanings from limited imaging data. To validate this approach, we train the system on imaging data of individual concepts, and show it can decode semantic vector representations from imaging data of sentences about a wide variety of both concrete and abstract topics from two separate datasets. These decoded representations are sufficiently detailed to distinguish even semantically similar sentences, and to capture the similarity structure of meaning relationships between sentences. ; United States. Air Force Office of Scientific Research (Contract FA8650-14-C-7358)
URL: http://hdl.handle.net/1721.1/115267
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9
Tracking Colisteners’ Knowledge States During Language Comprehension
In: Prof. Gibson via Courtney Crummett (2018)
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10
Neural correlate of the construction of sentence meaning
In: PNAS (2016)
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11
Processing temporal presuppositions: an event-related potential study
In: Prof. Gibson via Courtney Crummett (2016)
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12
Don’t Underestimate the Benefits of Being Misunderstood
In: Prof. Gibson via Courtney Crummett (2016)
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13
Accommodating Presuppositions Is Inappropriate in Implausible Contexts
In: Prof. Gibson via Courtney Crummett (2014)
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14
The interaction of syntactic and lexical information sources in language processing: The case of the noun-verb ambiguity
In: Gibson via Courtney Crummett (2012)
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15
Processing relative clauses in supportive contexts
In: Gibson via Courtney Crummett (2011)
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16
Some Regions within Broca's Area Do Respond More Strongly to Sentences than to Linguistically Degraded Stimuli: A Comment on Rogalsky and Hickok (2011)
In: MIT Press (2011)
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17
Functional specificity for high-level linguistic processing in the human brain
In: PNAS (2011)
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18
The need for quantitative methods in syntax and semantics research
In: Gibson via Courtney Crummett (2010)
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19
Language processing in the occipital cortex of congenitally blind
In: PNAS (2010)
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20
Weak Quantitative Standards in Linguistics Research ; Trends in Cognitive Science
In: Prof. Gibson (2010)
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