Results 41 to 50 of about 24,148,830 (341)
Multi-Task Learning in Natural Language Processing: An Overview [PDF]
ACM Computing Surveys, 2021 Deep learning approaches have achieved great success in the field of Natural Language Processing (NLP). However, directly training deep neural models often suffer from overfitting and data scarcity problems that are pervasive in NLP tasks.
Shijie Chen, Yu Zhang, Qiang Yang
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Frontiers in Artificial Intelligence, 2023 Construction Grammar (CxG) is a paradigm from cognitive linguistics emphasizing the connection between syntax and semantics. Rather than rules that operate on lexical items, it posits constructions as the central building blocks of language, i.e ...
Leonie Weissweiler +7 more
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Decline and fall:a biological, developmental, and psycholinguistic account of deliberative language processes and ageing [PDF]
, 2011 Background: This paper reviews the role of deliberative processes in language: those language processes that require central resources, in contrast to the automatic processes of lexicalisation, word retrieval, and parsing.
Harley, Trevor A. +2 more
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Topics in Linguistics, 2019 The topic of this paper is the interaction of aspectual verb coding, information content and lengths of verbs, as generally stated in Shannon’s source coding theorem on the interaction between the coding and length of a message.
Richter Michael, Celano Giuseppe G. A.
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State-of-the-art on monolingual lexicography for Greece (EL)
Slovenščina 2.0: Empirične, aplikativne in interdisciplinarne raziskave, 2019 The authors report on a recent survey on monolingual dictionaries available on the Greek market. General dictionaries outnumber spelling and educational ones and enjoy a prestigious status.
Stella Markantonatou, Voula Giouli
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A Survey of the Usages of Deep Learning for Natural Language Processing
IEEE Transactions on Neural Networks and Learning Systems, 2020 Over the last several years, the field of natural language processing has been propelled forward by an explosion in the use of deep learning models.
Dan Otter, Julian R. Medina, J. Kalita
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Five sources of bias in natural language processing
Language and Linguistics Compass, 2021 Recently, there has been an increased interest in demographically grounded bias in natural language processing (NLP) applications. Much of the recent work has focused on describing bias and providing an overview of bias in a larger context.
E. Hovy, Shrimai Prabhumoye
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The Processing of Formulaic Language [PDF]
Annual Review of Applied Linguistics, 2012 It is generally accepted that we store representations of individual words in our mental lexicon. There is growing agreement that the lexicon also contains formulaic language (How are you? kick the bucket). In fact, there are compelling reasons to think that the brain represents formulaic sequences in long-term memory, bypassing the need to compose ...
Conklin, Kathy, Schmitt, Norbert
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Technologies, 2019 In this paper, we touch upon the requirement for accessibility via Sign Language as regards dynamic composition and exchange of new content in the context of natural language-based human interaction, and also the accessibility of web services and ...
Eleni Efthimiou +5 more
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Towards a complete multiple-mechanism account of predictive language processing [Commentary on Pickering & Garrod] [PDF]
, 2013 Although we agree with Pickering & Garrod (P&G) that prediction-by-simulation and prediction-by-association are important mechanisms of anticipatory language processing, this commentary suggests that they: (1) overlook other potential mechanisms that ...
Huettig, F., Mani, N.
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