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Linguistic Regularities Between Words and Their Definitions
2018 World Symposium on Digital Intelligence for Systems and Machines (DISA), 2018In the field of natural language processing we use distributed vector representations to capture both semantic and morphological information of a word, which is a basic unit of language that possesses meaning. Naturally, these are composed into phrases and sentences, which we can represent as vectors by sentence modeling methods.
Michal Farkas, Peter Lacko
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It takes a village: The role of community size in linguistic regularization
Cognitive Psychology, 2019Studies of artificial language learning provide insight into how learning biases and iterated learning may shape natural languages. Prior work has looked at how learners deal with unpredictable variation and how a language changes across multiple generations of learners.
Annemarie Kocab +2 more
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Disorder and Regularity in Linguistic Change
Nordic Journal of Linguistics, 1987This paper discusses variation in liguistic change on the basis of the distribution of apocope in Central Norway. The results of a detailed study of the dialect of Oppdal, which are compared with studies on variation in linguistic change in other languages, show that the diffusion of morphophonological innovations may depend on various linguistic as ...
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Investigating the Regularities Underlying the Linguistic Use of Metaphor
SSRN Electronic Journal, 2008Investigating the regularities underlying the linguistic use of metaphor is investigating the "specific metaphor knowledge" that allows speakers to use, for example, the sentence Mary blew up with me to mean "Mary became enraged with me," not "Mary's body did explode." The task of describing specific knowledge about linguistic metaphors (LM) is ...
Ana Eliza Barbosa de Oliveira +1 more
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Aspect based sentiment analysis by a linguistically regularized CNN with gated mechanism
Journal of Intelligent & Fuzzy Systems, 2019Recently, sentiment analysis has become a focus domain in artificial intelligence owing to the massive text reviews of modern networks. The fast increase of the domain has led to the spring up of assorted sub-areas, researchers are also focusing on subareas at various levels.
Daojian Zeng +4 more
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The Role of Frequency and Optionality in the Regularization of Linguistic Variation
Languages are widely known to become more regular over time, yet not all variation is regularized — some forms resist regularization and remain stable over many generations. A large body of work has explored why learners regularize unpredictable variation, often focusing on the cognitive mechanisms that underlie this behavior and how these mechanisms ...Kathryn Schuler, Yiran Chen
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REGULARIZATION OF LINGUISTIC VARIATION IN POPULATIONS
The Evolution of Language, 2012KENNY SMITH +2 more
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A comprehensive survey on regularization strategies in machine learning
Information Fusion, 2022Yingjie Tian
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A novel uncertainty-oriented regularization method for load identification
Mechanical Systems and Signal Processing, 2021Chen Yang
exaly
&c.: On Linguistic Regularity, Normativity and Language Acquisition
2017How do we know when learning has taken place? When is a teacher’s job done? One answer that may be drawn from Wittgenstein’s work is: when the pupil is able to go on alone. One temptation here is to say that a child has learned how to go on alone when she has grasped the regularity underlying the phenomena at hand—we know how to use a word in new ...
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