Zobrazeno 1 - 10
of 498
pro vyhledávání: '"SMITH, KENNY"'
Autor:
Conklin, Henry, Smith, Kenny
Large scale neural models show impressive performance across a wide array of linguistic tasks. Despite this they remain, largely, black-boxes - inducing vector-representations of their input that prove difficult to interpret. This limits our ability
Externí odkaz:
http://arxiv.org/abs/2406.02449
Although much research has been done on proposing new models or loss functions to improve the generalisation of artificial neural networks (ANNs), less attention has been directed to the impact of the training data on generalisation. In this work, we
Externí odkaz:
http://arxiv.org/abs/2401.08808
Language change is a cultural evolutionary process in which variants of linguistic variables change in frequency through processes analogous to mutation, selection and genetic drift. In this work, we apply a recently-introduced method to corpus data
Externí odkaz:
http://arxiv.org/abs/2305.15914
Natural language is compositional; the meaning of a sentence is a function of the meaning of its parts. This property allows humans to create and interpret novel sentences, generalizing robustly outside their prior experience. Neural networks have be
Externí odkaz:
http://arxiv.org/abs/2106.04252
Publikováno v:
International Conference on Learning Representation 2022
Researchers are using deep learning models to explore the emergence of language in various language games, where agents interact and develop an emergent language to solve tasks. We focus on the factors that determine the expressivity of emergent lang
Externí odkaz:
http://arxiv.org/abs/2106.03982
Autor:
Hawkins, Robert D., Franke, Michael, Frank, Michael C., Goldberg, Adele E., Smith, Kenny, Griffiths, Thomas L., Goodman, Noah D.
Languages are powerful solutions to coordination problems: they provide stable, shared expectations about how the words we say correspond to the beliefs and intentions in our heads. Yet language use in a variable and non-stationary social environment
Externí odkaz:
http://arxiv.org/abs/2104.05857
Publikováno v:
Cognitive Science (2021) 45 e1303
Colexification refers to the phenomenon of multiple meanings sharing one word in a language. Cross-linguistic lexification patterns have been shown to be largely predictable, as similar concepts are often colexified. We test a recent claim that, beyo
Externí odkaz:
http://arxiv.org/abs/2103.11024
All living languages change over time. The causes for this are many, one being the emergence and borrowing of new linguistic elements. Competition between the new elements and older ones with a similar semantic or grammatical function may lead to spe
Externí odkaz:
http://arxiv.org/abs/2006.09277
Since first introduced, computer simulation has been an increasingly important tool in evolutionary linguistics. Recently, with the development of deep learning techniques, research in grounded language learning has also started to focus on facilitat
Externí odkaz:
http://arxiv.org/abs/1910.05291
Autor:
Nedergaard, Johanne1 (AUTHOR), Smith, Kenny2 (AUTHOR) Kenny.Smith@ed.ac.uk
Publikováno v:
PLoS ONE. 1/5/2024, Vol. 19 Issue 1, p1-35. 35p.
