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of 63
pro vyhledávání: '"Richard Futrell"'
Autor:
Richard Futrell
Publikováno v:
Computational Linguistics, Vol 49, Iss 1 (2023)
Externí odkaz:
https://doaj.org/article/b113e82ae7894cb6b1f52536749fec0b
Publikováno v:
Transactions of the Association for Computational Linguistics, Vol 9, Pp 891-908 (2021)
AbstractWe introduce a theoretical framework for understanding and predicting the complexity of sequence classification tasks, using a novel extension of the theory of Boolean function sensitivity. The sensitivity of a function, given a distribution
Externí odkaz:
https://doaj.org/article/958ef3445dbd4c7dbaea2d7c380df722
Autor:
Richard Futrell, Michael Hahn
Publikováno v:
Frontiers in Communication, Vol 7 (2022)
Formal and functional theories of language seem disparate, because formal theories answer the question of what a language is, while functional theories answer the question of what functions it serves. We argue that information theory provides a bridg
Externí odkaz:
https://doaj.org/article/5c27431905fc4825917b316ee090f99b
Autor:
Francis Mollica, Matthew Siegelman, Evgeniia Diachek, Steven T. Piantadosi, Zachary Mineroff, Richard Futrell, Hope Kean, Peng Qian, Evelina Fedorenko
Publikováno v:
Neurobiology of Language, Vol 1, Iss 1, Pp 104-134 (2020)
AbstractThe frontotemporal language network responds robustly and selectively to sentences. But the features of linguistic input that drive this response and the computations that these language areas support remain debated. Two key features of sente
Externí odkaz:
https://doaj.org/article/9d19bc33d4254b6db7a99572e65493a6
Publikováno v:
Computational Linguistics, Vol 48, Iss 2 (2022)
Formal constraints on crossing dependencies have played a large role in research on the formal complexity of natural language grammars and parsing. Here we ask whether the apparent evidence for constraints on crossing dependencies in treebanks might
Externí odkaz:
https://doaj.org/article/0dd514a2bb00489cb9b5e27512eb7077
Autor:
Richard Futrell
Publikováno v:
Frontiers in Psychology, Vol 12 (2021)
I present a computational-level model of semantic interference effects in online word production within a rate–distortion framework. I consider a bounded-rational agent trying to produce words. The agent's action policy is determined by maximizing
Externí odkaz:
https://doaj.org/article/62b959c75bbf4151865075809fe5894e
Autor:
Michael Hahn, Richard Futrell
Publikováno v:
Entropy, Vol 21, Iss 7, p 640 (2019)
The Predictive Rate−Distortion curve quantifies the trade-off between compressing information about the past of a stochastic process and predicting its future accurately. Existing estimation methods for this curve work by clustering finite sequence
Externí odkaz:
https://doaj.org/article/7dc8117aff2346a8a1604b360e451306
Publikováno v:
PLoS ONE, Vol 11, Iss 3, p e0145289 (2016)
The Pirahã language has been at the center of recent debates in linguistics, in large part because it is claimed not to exhibit recursion, a purported universal of human language. Here, we present an analysis of a novel corpus of natural Pirahã spe
Externí odkaz:
https://doaj.org/article/ef815ab642464f5aa2f3359dc6e98a54
Publikováno v:
Linguistic Inquiry. :1-44
We studied the learnability of English filler-gap dependencies and the “island” constraints on them by assessing the generalizations made by autoregressive (incremental) language models that use deep learning to predict the next word given preced
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5de4b52b83fc8f31f88dcf64d70162e0
https://doi.org/10.1162/ling_a_00491
https://doi.org/10.1162/ling_a_00491
Publikováno v:
Proceedings of the National Academy of Sciences. 119
A major goal of psycholinguistic theory is to account for the cognitive constraints limiting the speed and ease of language comprehension and production. Wide-ranging evidence demonstrates a key role for linguistic expectations: A word’s predictabi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::17ad8709e8ba574603b73a02885a9857
https://doi.org/10.1073/pnas.2122602119
https://doi.org/10.1073/pnas.2122602119