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Using Conceptual Recurrence and Consistency Metrics for Topic Segmentation in Debate
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In: Applied Sciences; Volume 12; Issue 6; Pages: 2952 (2022)
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Selbstreparaturen in der schriftlichen Interaktion : eine kontrastive Analyse deutscher und russischer Kurznachrichtenkommunikation
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BLLDB
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UB Frankfurt Linguistik
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Transdisciplinary Analysis of a Corpus of French Newsreels: The ANTRACT Project
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In: ISSN: 1938-4122 ; Digital Humanities Quarterly ; https://hal.archives-ouvertes.fr/hal-03166755 ; Digital Humanities Quarterly, Alliance of Digital Humanities, 2021, Special Issue on AudioVisual Data in DH, 15 (1) ; http://digitalhumanities.org/dhq/ (2021)
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Multilingual Email Zoning - Segmenting Multilingual Email Text Into Zones
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Abstract:
Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence ; The segmentation of emails into functional zones (also dubbed email zoning) is a relevant preprocessing step for most NLP tasks that deal with emails. In this research, we analyze in depth the email zoning literature and develop a business case around CLEVERLY AI, a company from the Customer Service sector. We design a new email zoning classification schema and collect a multilingual corpus of emails from CLEVERLY AI clients. We develop five neural network-based email zoning systems, among those systems, we introduce OKAPI, the first multilingual email zoning model based on a language agnostic sentence encoder. Besides outperforming our other systems when tested on CLEVERLY’s emails, OKAPI shows competitive performances with current English public benchmarks and reached new state-of-the-art results for English domain adaptation tasks. Moreover, we release a new multilingual benchmark, composed of 625 emails in Portuguese, Spanish and French, and demonstrate OKAPI can effectively generalize its learnings for unseen languages.
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Keyword:
Customer Service; Email Zoning; Machine Learning; Multilingual; Natural Language Processing; Text Segmentation
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URL: http://hdl.handle.net/10362/119831
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ekdosis: Using LuaLaTeX for Producing TEI xml Compliant Critical Editions and Highlighting Parallel Writings
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In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://hal.archives-ouvertes.fr/hal-02779803 ; Journal of Data Mining and Digital Humanities, Episciences.org, 2020, Special Issue on Collecting, Preserving, and Disseminating Endangered Cultural Heritage for New Understandings through Multilingual Approaches, ⟨10.46298/jdmdh.6536⟩ ; https://jdmdh.episciences.org/6536 (2020)
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Books of Hours: the First Liturgical Corpus for Text Segmentation
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In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; 12th Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-02931294 ; 12th Language Resources and Evaluation Conference, May 2020, Marseille (Virtual), France. pp.776-784 (2020)
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Cooking recipes in classical French and in modern French: An “action-inducing genre”? ; Discours programmateurs : le cas des recettes de cuisine en français classique et en français moderne
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In: ISSN: 0023-8368 ; EISSN: 1957-7982 ; Langue française ; https://hal.archives-ouvertes.fr/hal-02865614 ; Langue française, Armand Colin, 2020, Incitation à l'action et genres de discours programmateurs, pp.95-110. ⟨10.3917/lf.206.0095⟩ ; https://www.revues.armand-colin.com/lettres-langues/langue-francaise/langue-francaise-no206-22020/discours-programmateurs-cas-recettes-cuisine-francais-classique-francais-moderne (2020)
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Hierarchical Text Segmentation for Medieval Manuscripts
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In: COLING'2020 The 28th International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03100170 ; COLING'2020 The 28th International Conference on Computational Linguistics, Dec 2020, Barcelona, Spain. pp.6240-6251 ; https://www.aclweb.org/anthology/2020.coling-main.549.pdf (2020)
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Discours programmateurs : le cas des recettes de cuisine en français classique et en français moderne
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In: Langue française, N 206, 2, 2020-06-11, pp.95-110 (2020)
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Extractive Text-Based Summarization of Arabic videos: Issues, Approaches and Evaluations
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In: ICALP: International Conference on Arabic Language Processing ; https://hal.archives-ouvertes.fr/hal-02314238 ; ICALP: International Conference on Arabic Language Processing, Oct 2019, Nancy, France. pp.65-78, ⟨10.1007/978-3-030-32959-4_5⟩ (2019)
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Unsupervised word discovery for computational language documentation ; Découverte non-supervisée de mots pour outiller la linguistique de terrain
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In: https://tel.archives-ouvertes.fr/tel-02286425 ; Artificial Intelligence [cs.AI]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLS062⟩ (2019)
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Summarizing videos into a target language: Methodology, architectures and evaluation
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In: ISSN: 1064-1246 ; EISSN: 1875-8967 ; Journal of Intelligent and Fuzzy Systems ; https://hal.archives-ouvertes.fr/hal-02271287 ; Journal of Intelligent and Fuzzy Systems, IOS Press, 2019, 1, pp.1-12. ⟨10.3233/JIFS-179350⟩ (2019)
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