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Kompetenzen von Bibliothekar*innen im Auskunftsgespräch mit Grundschulkindern ...
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Pragmatisches Forschungsdatenmanagement - qualitative und quantitative Analyse der Bedarfslandschaft in den Computational Literary Studies ...
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Pragmatisches Forschungsdatenmanagement - qualitative und quantitative Analyse der Bedarfslandschaft in den Computational Literary Studies ...
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Mehrsprachigkeit und Translanguaging in Migrationsstudien: einige methodologische Überlegungen ; Multilingualism and Translanguaging in Migration Studies: Some Methodological Reflections
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In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research; Bd. 23 Nr. 1 (2022) ; Forum Qualitative Sozialforschung / Forum: Qualitative Social Research; Vol. 23 No. 1 (2022) ; Forum Qualitative Sozialforschung / Forum: Qualitative Social Research; Vol. 23 Núm. 1 (2022) ; 1438-5627 (2022)
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Topic Break Detection in Interview Dialogues Using Sentence Embedding of Utterance and Speech Intention Based on Multitask Neural Networks
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In: Sensors; Volume 22; Issue 2; Pages: 694 (2022)
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Abstract:
Currently, task-oriented dialogue systems that perform specific tasks based on dialogue are widely used. Moreover, research and development of non-task-oriented dialogue systems are also actively conducted. One of the problems with these systems is that it is difficult to switch topics naturally. In this study, we focus on interview dialogue systems. In an interview dialogue, the dialogue system can take the initiative as an interviewer. The main task of an interview dialogue system is to obtain information about the interviewee via dialogue and to assist this individual in understanding his or her personality and strengths. In order to accomplish this task, the system needs to be flexible and appropriate for detecting topic switching and topic breaks. Given that topic switching tends to be more ambiguous in interview dialogues than in task-oriented dialogues, existing topic modeling methods that determine topic breaks based only on relationships and similarities between words are likely to fail. In this study, we propose a method for detecting topic breaks in dialogue to achieve flexible topic switching in interview dialogue systems. The proposed method is based on multi-task learning neural network that uses embedded representations of sentences to understand the context of the text and utilizes the intention of an utterance as a feature. In multi-task learning, not only topic breaks but also the intention associated with the utterance and the speaker are targets of prediction. The results of our evaluation experiments show that using utterance intentions as features improves the accuracy of topic separation estimation compared to the baseline model.
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Keyword:
dialogue analysis; interview dialogue; topic segmentation
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URL: https://doi.org/10.3390/s22020694
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ポライトネス・ストラテジーとしての書面語表現 : レアリアによる中国語教育の一環として(6) ; A Study on Written Expressions as Politeness Strategies in Chinese Language
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Kompetenzen von Bibliothekar*innen im Auskunftsgespräch mit Grundschulkindern
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Multilingualism and Translanguaging in Migration Studies: Some Methodological Reflections
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In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 23 ; 1 (2022)
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Être un locuteur du parler de Naves (Allier)
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In: ISSN: 1772-757X ; Langues et cité ; https://halshs.archives-ouvertes.fr/halshs-03266864 ; Langues et cité, DGLF - Observatoire des pratiques linguistiques, 2021, Les parlers du Croissant, 30 ; https://www.languesetcite.fr/219 (2021)
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Entretien avec les membres du groupe de patois de Luchapt (Vienne)
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In: ISSN: 1772-757X ; Langues et cité ; https://halshs.archives-ouvertes.fr/halshs-03266836 ; Langues et cité, DGLF - Observatoire des pratiques linguistiques, 2021, Les parlers du Croissant, 30 ; https://www.languesetcite.fr/210 (2021)
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ПРАГМАТИЧЕСКИЙ АСПЕКТ АМЕРИКАНСКОГО ТЕЛЕИНТЕРВЬЮ (НА МАТЕРИАЛЕ АНГЛИЙСКОГО ЯЗЫКА) ... : THE PRAGMATIC ASPECT OF THE AMERICAN TV INTERVIEW (ON THE MATERIAL OF THE ENGLISH LANGUAGE) ...
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A CONCEPTUAL PERSPECTIVE ON "CRIME" AND "PUNISHMENT" BASED ON TEXTS FROM DOSTOEVSKY AND THE QUR'AN ...
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Teacher educators’ professional identity in English-medium instruction at a Finnish university ... : Poklicna identiteta izobraževalcev učiteljev pri pouku vangleškem jeziku na finski univerzi ...
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The Yin and Yang of Dictionary Making: Slovenian Lexicographers Reflect
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In: Lexikos; Vol. 31 (2021); 159-176 ; 2224-0039 (2021)
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Die Bildung der Generalistinnen und Generalisten. Perspektiven auf Fachlichkeit im Studium zur Lehrperson für Kindergarten und Primarschule. Festschrift für Frau Prof. Dr. Charlotte Müller
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In: Bad Heilbrunn : Verlag Julius Klinkhardt 2021, 251 S. - (Studien zur Professionsforschung und Lehrerbildung) (2021)
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Teacher educators’ professional identity in English-medium instruction at a Finnish university ; Poklicna identiteta izobraževalcev učiteljev pri pouku vangleškem jeziku na finski univerzi
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In: CEPS Journal 11 (2021) 3, S. 9-33 (2021)
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Lesen in der Fremdsprache Französisch. Kompetenzen von Drittklässlerinnen und Drittklässlern mit unterschiedlichen Schrift- und Sprachfähigkeiten in der Erstsprache Deutsch
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Rindlisbacher, Barbara. - : Waxmann, 2021. : Münster, 2021. : New York, 2021. : pedocs-Dokumentenserver/DIPF, 2021
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In: Münster ; New York : Waxmann 2021, 369 S. - (Internationale Hochschulschriften; 687) - (Dissertation, Universität Freiburg, 2020) (2021)
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“Sometimes I feel grateful…”: Experiences of the adolescent siblings of children with autism spectrum disorder in Malaysia
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In: Research outputs 2014 to 2021 (2021)
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005 - "Christopher Clarkson: Legacy and Influence of a Conservator": Miha Zor ...
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