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1
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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2
Multi-Task Retrieval for Knowledge-Intensive Tasks ...
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3
Machine learning methods for vector-based compositional semantics ...
Maillard, Jean. - : Apollo - University of Cambridge Repository, 2020
Abstract: Rich semantic representations of linguistic data are an essential component to the development of machine learning algorithms for natural language processing. This thesis explores techniques to model the meaning of phrases and sentences as dense vectors, which can then be further analysed and manipulated to perform any number of tasks involving the understanding of human language. Rather than seeing this task purely as an engineering problem, this thesis will focus on linguistically-motivated approaches, based on the principle of compositionality. The first half of the thesis will be dedicated to categorial compositional models, which are based on the observation that certain types of grammars share the structure of the algebra of vector spaces. This leads to an approach where the meanings of words are modelled as multilinear maps, encoded as tensors. In this framework, the meaning of a composite linguistic phrase can be computed via the tensor multiplication of its constituents, according to the phrase's ... : EPSRC ...
Keyword: compositional semantics; compositionality; computational linguistics; distributional semantics; natural language processing; nlp
URL: https://www.repository.cam.ac.uk/handle/1810/294356
https://dx.doi.org/10.17863/cam.41454
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4
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic Models
In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 231-246 (2020) (2020)
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5
Machine learning methods for vector-based compositional semantics
Maillard, Jean. - : University of Cambridge, 2019. : Department of Computer Science and Technology, 2019. : St John's College, 2019
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6
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing ...
Maillard, Jean; Clark, Stephen. - : arXiv, 2018
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7
RELPRON: A Relative Clause Evaluation Dataset for Compositional Distributional Semantics
Rimell, Laura; Maillard, Jean; Polajnar, Tamara. - : MIT Press, 2016. : Computational Linguistics, 2016
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8
Plaire et Instruire. ; Plaire et Instruire.: Le spectacle dans les collèges de l'Ancien Régime
Piéjus, Anne; Civardi, Jean-Marc; Naudeix, Laura. - : HAL CCSD, 2007. : Presses universitaires de Rennes, 2007
In: https://halshs.archives-ouvertes.fr/halshs-00188199 ; Presses universitaires de Rennes, pp.380, 2007 (2007)
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9
"La fraicheur sauvage des citrons verts" : compte rendu d'experience faite avec les eleves d'un lycee francais en Amerique du Sud
In: Le français dans le monde. - Paris : CLE International 16 (1977) 128, 28-31
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10
Structures operatoires du francais : repertoire autocorrectif
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