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ICT usage in aphasia rehabilitation – beliefs, biases, and influencing factors from the perspectives of speech and language therapists
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The dual status of filled pauses: Evidence from genre, proficiency and co-occurrence
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In: ISSN: 0023-8309 ; Language and Speech ; https://halshs.archives-ouvertes.fr/halshs-03225622 ; Language and Speech, SAGE Publications (UK and US), 2021, ⟨10.1177/00238309211010862⟩ (2021)
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CORPUS LINGUISTICS IN THE LANGUAGE EDUCATION ... : КОРПУСНАЯ ЛИНГВИСТИКА В ЯЗЫКОВОМ ОБРАЗОВАНИИ ...
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From Insult to Hate Speech: Mapping Offensive Language in German User Comments on Immigration
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In: Media and Communication ; 9 ; 1 ; 171-180 ; Dark Participation in Online Communication: The World of the Wicked Web (2021)
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Bildungssprachliche Mittel. Eine Analyse von Schülertexten aus dem Sachunterricht der Primarstufe
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In: 2020, 339 S. - (Empirische Forschung im Elementar- und Primarbereich; 6) - (Koblenz-Landau, Universität, Dissertation, 2019) (2020)
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Bildungssprachliche Mittel. Eine Analyse von Schülertexten aus dem Sachunterricht der Primarstufe ...
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Demographic-Aware Natural Language Processing
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Abstract:
The underlying traits of our demographic group affect and shape our thoughts, and therefore surface in the way we express ourselves and employ language in our day-to-day life. Understanding and analyzing language use in people from different demographic backgrounds help uncover their demographic particularities. Conversely, leveraging these differences could lead to the development of better language representations, thus enabling further demographic-focused refinements in natural language processing (NLP) tasks. In this thesis, I employ methods rooted in computational linguistics to better understand various demographic groups through their language use. The thesis makes two main contributions. First, it provides empirical evidence that words are indeed used differently by different demographic groups in naturally occurring text. Through experiments conducted on large datasets which display usage scenarios for hundreds of frequent words, I show that automatic classification methods can be effective in distinguishing between word usages of different demographic groups. I compare the encoding ability of the utilized features by conducting feature analyses, and shed light on how various attributes contribute to highlighting the differences. Second, the thesis explores whether demographic differences in word usage by different groups can inform the development of more refined approaches to NLP tasks. Specifically, I start by investigating the task of word association prediction. The thesis shows that going beyond the traditional ``one-size-fits-all'' approach, demographic-aware models achieve better performances in predicting word associations for different demographic groups than generic ones. Next, I investigate the impact of demographic information on part-of-speech tagging and syntactic parsing, and the experiments reveal numerous part-of-speech tags and syntactic relations, whose predictions benefit from the prevalence of a specific group in the training data. Finally, I explore demographic-specific humor generation, and develop a humor generation framework to fill-in the blanks to generate funny stories, while taking into account people's demographic backgrounds. ; PHD ; Computer Science & Engineering ; University of Michigan, Horace H. Rackham School of Graduate Studies ; https://deepblue.lib.umich.edu/bitstream/2027.42/155164/1/gaparna_1.pdf
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Keyword:
Computer Science; Demographic-Aware Humor Generation in Mad Libs; Demographic-Aware Natural Language Processing; Demographic-Aware Word Associations; Engineering; Gender-Bias in Part-of-Speech Tagging and Dependency Parsing; Identifying Demographic Differences in Word Usage; Personalization in Language
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URL: https://hdl.handle.net/2027.42/155164
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Визуализация в обучении иноязычной лексике ... : THE VISUALIZATION IN THE PROCESS OF VOCABULARY TEACHING ...
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К СООТНОШЕНИЮ СИСТЕМЫ ЯЗЫКА, ЕГО НОРМЫ И УЗУСА ... : To the correlation of the language system, its norms and usage ...
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Language in the Korean Workplace: an Analysis of Hierarchical Language Use in the Drama Misaeng
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In: University Honors Theses (2017)
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Working Capital Management Among Listed Companies Of Pakistan ...
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An Analysis Of Nouns And Verbs Used In Selected Online Fables ...
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Speech Errors as a Window on Language and Thought: A Cognitive Science Perspective ...
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НОРМА В РЯДУ КАТЕГОРИЙ НАЦИОНАЛЬНОГО ЯЗЫКОВОГО СОЗНАНИЯ
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ТУРБИНА ОЛЬГА АЛЕКСАНДРОВНА. - : Государственное образовательное учреждение высшего профессионального образования «Южно-Уральский государственный университет», 2015
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Zur kommunikativen Logik der Satire Semantisch-pragmatische Bemerkungen über ›Die letzten Tage der Menschheit‹ von Karl Kraus.
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In: ISSN: 0038-8483 ; EISSN: 1727-6993 ; SPRACHKUNST ; https://halshs.archives-ouvertes.fr/halshs-01570498 ; SPRACHKUNST, Verlag der Österreichischen Akademie der Wissenschaften, 2015, 43, pp.41-65 ; https://www.oeaw.ac.at/sprachkunst/abs_2012_modicom.html (2015)
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Отадъективные наименования лиц в словаре, языковом сознании и в узусе
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ШКУРОПАЦКАЯ МАРИНА ГЕННАДЬЕВНА. - : Федеральное государственное образовательное учреждение высшего профессионального образования «Кемеровский государственный университет», 2015
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КЛАССИФИКАЦИЯ НАРУШЕНИЙ УПОТРЕБЛЕНИЯ ТЕРМИНОВ В РЕЧИ ШКОЛЬНИКОВ
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ГУРДАЕВА НАТАЛЬЯ АЛЕКСЕЕВНА. - : Таганрогский институт имени А.П. Чехова (филиал) "Ростовского государственного экономического университета (РИНХ ), 2014
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The representation of nouns in the mental lexicon: evidence from brain-impaired and normal speakers
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Fieder, Nora. - : Sydney, Australia : Macquarie University, 2014
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