Results 41 to 50 of about 2,167,152 (317)
Incorporating Priors with Feature Attribution on Text Classification [PDF]
Annual Meeting of the Association for Computational Linguistics, 2019 Feature attribution methods, proposed recently, help users interpret the predictions of complex models. Our approach integrates feature attributions into the objective function to allow machine learning practitioners to incorporate priors in model ...
Frederick Liu, Besim Avci
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"Linguistic principles and computational linguistics methods for the purposes of sentiment analysis of Russian texts." [PDF]
Актуальные проблемы филологии и педагогической лингвистики, 2018 "The article focuses on the current results of research project aiming at the design of Russian text classifier according to the criterion of text’s emotional tonality.
Kolmogorova Anastasia V. +2 more
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A computational guide to the dichotomy of features and constraints
Glossa, 2017 A contentious issue in the Minimalist literature is whether certain phenomena are best described in terms of features or constraints. Building on recent work in mathematical linguistics, I argue that constraints and features are interchangeable in ...
Thomas Graf
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing [PDF]
Computational Linguistics, 2018 Linguistic typology aims to capture structural and semantic variation across the world’s languages. A large-scale typology could provide excellent guidance for multilingual Natural Language Processing (NLP), particularly for languages that suffer from ...
E. Ponti +7 more
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How prosody constitutes the actions of formulations in courtrooms
Working Papers em Linguística, 2018 Based on the theoretical and methodological perspectives of Conversation Analysis and Interactional Linguistics, this study investigates how the prosodic feature pitch contributes to the formation and ascription of actions in court hearings, in ...
Ana Cristina Ostermann +2 more
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String Kernel-Based Techniques for Native Language Identification
Human-Centric Intelligent Systems, 2023 In recent years, Native Language Identification (NLI) has shown significant interest in computational linguistics. NLI uses an author’s speech or writing in a second language to figure out their native language.
Vamshi Kumar Gurram +3 more
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Natural Language Processing and Computational Linguistics
International Conference on Computational Logic, 2021 away other aspects of information, such as the speaker’s empathy, distinction of old/new information, emphasis, and so on. To climb up the hierarchy led to loss of information in lower levels of representation. In Tsujii (1986), instead of mapping at the
Jun'ichi Tsujii
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Glossa, 2019 The Unaccusative Hypothesis (UH) has been extensively studied in linguistics, but, to date, it has not been tested by means of ERPs. The present study aimed to experimentally test the UH hypothesis in Basque and determine what the electrophysiological ...
Adam Zawiszewski +2 more
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PAREMIOLOGICAL UNITS WITH THE COMPONENT OF MODALITY WITH AN ANIMALISTIC CHARACTER
Revista de Investigaciones Universidad del Quindío, 2022 The article deals with a comparative analysis of the semantic characteristics of paremiological units (PU) with a modality element, explaining an animalistic feature in Spanish, English, and Tatar languages. PU with that factor is of tremendous interest
Diana F. Kajumova +5 more
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Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network
North American Chapter of the Association for Computational Linguistics, 2003 We present a new part-of-speech tagger that demonstrates the following ideas: (i) explicit use of both preceding and following tag contexts via a dependency network representation, (ii) broad use of lexical features, including jointly conditioning on ...
Kristina Toutanova +3 more
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