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Identifier l’ironie ?
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In: ISSN: 1774-7988 ; EISSN: 2261-3455 ; Synergies Pologne ; https://halshs.archives-ouvertes.fr/halshs-03552205 ; Synergies Pologne, 2022 (2022)
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Annoter et prédire des représentations linguistiques de phrases
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In: https://hal.archives-ouvertes.fr/tel-03544267 ; Informatique et langage [cs.CL]. Université de Paris, 2022 (2022)
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Unsupervised quantification of entity consistency between photos and text in real-world news ...
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Müller-Budack, Eric. - : Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022
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Multi language Email Classification Using Transfer learning
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Abstract:
In recent years Artificial Intelligence has become a core part of many businesses, from manufacturers to service providers, AI can be found helping to improve business processes as well as providing customized experiences and support for the customers. Natural language processing gives computers the ability to understand human language, recent breakthroughs in multilingual models bring us closer to overcome language barriers and achieve various tasks regardless of the language. This brings to companies the opportunity to process data and provide services to customers regardless of their language. In this dissertation, we review the progress of NLP towards multilingual text classification, our results suggest that using a machine translation to augment our corpora is a suitable approach to fine-tune multi-language models like XLM-Roberta, obtaing better results than zero-shot approaches. Our results also suggest that in domain pre-training can help to increase the performance of the classification for both monolingual and multi-language classifiers ; Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence
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Keyword:
Customer Support; Deep Learning; Multi-Language Text Classification; Natural Language Processing; Supervised Machine Learning; Text Classification
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URL: http://hdl.handle.net/10362/134446
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Machine Learning approaches for Topic and Sentiment Analysis in multilingual opinions and low-resource languages: From English to Guarani
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Controlled Generation of Stylized Text Using Semantic and Phonetic Representations
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CorpusExplorer ; Eine Software zur korpuspragmatischen Analyse
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Measuring the quality of unstructured text in routinely collected electronic health data: a review and application
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Grapholinguistics in the 21st Century - 2020. Part II
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In: G21C 2020 : Grapholinguistics in the 21st Century ; https://hal.archives-ouvertes.fr/hal-03161397 ; G21C 2020 : Grapholinguistics in the 21st Century, Jun 2020, Paris, France. 5, Fluxus Editions, 2021, Grapholinguistics and Its Applications, 9782957054978. ⟨10.36824/2020-graf2⟩ ; http://www.fluxus-editions.fr/gla5.php (2021)
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Grapholinguistics in the 21st Century - 2020 ; Grapholinguistics in the 21st Century - 2020: Part I
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In: G21C 2020 : Grapholinguistics in the 21st Century ; https://hal.archives-ouvertes.fr/hal-03161395 ; Yannis Haralambous. G21C 2020 : Grapholinguistics in the 21st Century, Jun 2020, Paris, France. 4, Fluxus Editions, 2021, Grapholinguistics and Its Applications, 9782957054961. ⟨10.36824/2020-graf1⟩ ; http://www.fluxus-editions.fr/grafematik2020-proceedingsI.pdf (2021)
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Automatic simplification of technical and specialized texts ; Simplification automatique de textes techniques et spécialisés
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In: https://hal.archives-ouvertes.fr/tel-03343769 ; Informatique et langage [cs.CL]. Université de Lille, 2021. Français. ⟨NNT : 2021LILUH007⟩ (2021)
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Automatic text simplification of specialized and technical texts ; Simplification automatique de textes techniques et spécialisés
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In: https://hal.archives-ouvertes.fr/tel-03343769 ; Informatique et langage [cs.CL]. Université de Lille, 2021. Français (2021)
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Models of diachronic semantic change using word embeddings ; Modèles diachroniques à base de plongements de mot pour l'analyse du changement sémantique
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In: https://tel.archives-ouvertes.fr/tel-03199801 ; Document and Text Processing. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG006⟩ (2021)
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Hate speech and offensive language detection using transfer learning approaches ; Détection du discours de haine et du langage offensant utilisant des approches de Transfer Learning
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In: https://tel.archives-ouvertes.fr/tel-03276023 ; Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAS007⟩ (2021)
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Extraction and normalization of simple and structured entities in medical documents ; Extraction et normalisation d'entités simples et structurées dans les documents médicaux
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In: https://hal.archives-ouvertes.fr/tel-03624928 ; Document and Text Processing. Sorbonne Université, 2021. English (2021)
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Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis LOUHI@EACL 2021
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In: EMNLP 2021 ; https://hal.archives-ouvertes.fr/hal-03483374 ; EMNLP 2021, 2021 ; https://aclanthology.org/2021.louhi-1.0/ (2021)
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CorpusExplorer ... : Eine Software zur korpuspragmatischen Analyse ...
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Multilingual Email Zoning - Segmenting Multilingual Email Text Into Zones
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