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Islands and Bridges of Language: Bio-Inspired Structural Analysis of Language Embedding Data
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An Ontology based Smart Management of Linguistic Knowledge
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In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://hal.archives-ouvertes.fr/hal-03618012 ; Journal of Data Mining and Digital Humanities, Episciences.org, In press (2022)
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Abstract:
International audience ; Natural language processing provides a very significant contribution to various application areas such as multilingual big data, information retrieval, data integration and multilingual web. However, handling linguistic knowledge to develop such lingware applications is a crucial issue, especially for linguistic novice users. To deal with this issue, a "smart" linguistic knowledge management may help the user to understand the meaning, scope and especially the use of related techniques and algorithms. In this paper, we propose (1) a semantic processing of linguistic knowledge based on a multilingual linguistic domain ontology, called LingOnto. Compared to related work, LingOnto does not only handles linguistic data, but also linguistic processing functionalities and linguistic processing features. Besides, it allows via a reasoning engine, inferring new linguistic knowledge from those initially entered and assisting in the process of proposing lingware applications. This is particularly useful for novice users, but can also provide new perspectives for expert ones. Lin-gOnto covers the French, English and Arabic languages (2) an assisted visualization based on a user friendly ontology visualization tool called LingGraph to facilitate the interaction with LingOnto. It offers an easy to use interface for users not familiar with ontologies. It provides a SPARQL An Ontology based Smart Management of Linguistic Knowledge pattern-based approach to allow a smart search interaction functionality to visualize only an ontological view based on the user's needs and preferences. In order to evaluate LingOnto and measure its efficiency, we applied it to a framework of identifying valid natural language processing pipelines. Finally, we give the results of the carried-out experiments.
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Keyword:
[INFO]Computer Science [cs]; Linguistic Domain Ontology; Multilingualism; Natural Language Processing; Smart Framework; User Friendly Visualization
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URL: https://hal.archives-ouvertes.fr/hal-03618012/file/JDMDH.pdf
https://hal.archives-ouvertes.fr/hal-03618012
https://hal.archives-ouvertes.fr/hal-03618012/document
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PROTECT: A Pipeline for Propaganda Detection and Classification
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In: CLiC-it 2021- Italian Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03417019 ; CLiC-it 2021- Italian Conference on Computational Linguistics, Jan 2022, Milan, Italy (2022)
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Le modèle Transformer: un « couteau suisse » pour le traitement automatique des langues
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In: Techniques de l'Ingenieur ; https://hal.archives-ouvertes.fr/hal-03619077 ; Techniques de l'Ingenieur, Techniques de l'ingénieur, 2022, ⟨10.51257/a-v1-in195⟩ ; https://www.techniques-ingenieur.fr/base-documentaire/innovation-th10/innovations-en-electronique-et-tic-42257210/transformer-des-reseaux-de-neurones-pour-le-traitement-automatique-des-langues-in195/ (2022)
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Structured, flexible, and robust: comparing linguistic plans and explanations generated by humans and large language models ...
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Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache ...
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VivesDebate: A New Annotated Multilingual Corpus of Argumentation in a Debate Tournament ...
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VivesDebate: A New Annotated Multilingual Corpus of Argumentation in a Debate Tournament ...
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VivesDebate: A New Annotated Multilingual Corpus of Argumentation in a Debate Tournament ...
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| 11 |
Latin Lemmatization & POS Tagging. Issues, Resources, Tools ...
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| 12 |
The First Gospel, the Gospel of the Poor: A New Reconstruction of Q and Resolution of the Synoptic Problem based on Marcion's Early Luke ...
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Latin Lemmatization & POS Tagging. Issues, Resources, Tools ...
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The First Gospel, the Gospel of the Poor: A New Reconstruction of Q and Resolution of the Synoptic Problem based on Marcion's Early Luke ...
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Measuring and Comparing Social Bias in Static and Contextual Word Embeddings
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In: Dissertations (2022)
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Data of the Shared Task on the Disambiguation of German Verbal Idioms at KONVENS 2021 ...
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Data of the Shared Task on the Disambiguation of German Verbal Idioms at KONVENS 2021 ...
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Brazilian Portuguese verbal databases ; Bases lexicais verbais do português brasileiro
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In: Domínios de Lingu@gem; Ahead of Print ; 1980-5799 (2022)
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Representation learning of natural language and its application to language understanding and generation
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Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache
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