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The impact of the Lombard effect on audio and visual speech recognition systems
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-01779704 ; Speech Communication, Elsevier : North-Holland, 2018, 100, pp.58-68. ⟨10.1016/j.specom.2018.04.006⟩ (2018)
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Hybrid Sentiment Classification of Reviews Using Synonym Lexicon and Word embedding
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In: ISSN: 1311-8080 ; EISSN: 1314-3395 ; International Journal of Pure and Applied Mathematics ; https://hal.archives-ouvertes.fr/hal-01826697 ; International Journal of Pure and Applied Mathematics, Academic Publishing Ltd, 2018, 119 (12e), pp.13297-13308 ; https://acadpubl.eu/hub/2018-119-12/issue12e.html (2018)
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Abstract:
International audience ; Sentiment analysis is used in extract some useful information from the given set of documents by using Natural Language Processing (NLP) techniques. These techniques have wide scope in various fields which are dealing with huge amount of data link e-commerce, business and market analysis, social media and review impact of products and movies. Sentiment analysis can be applied over these data for finding the polarity of the data like positive, neutral or negative automatically or many complex sentiments like happiness, sad, anger, joy, etc. for a particular product and services based on user reviews. Sentiment analysis not only able to find the polarity of the reviews. Sentiment analysis utilizes machine learning algorithms with vectorization techniques based on textual documents to train the classifier models. These models are later used to perform sentiment analysis on the given dataset of particular domain on which the classifier model is trained. Vectorization is done for text document by using word embedding based and hybrid vectorization. The proposed methodology focus on fast and accurate sentiment prediction with higher confidence value over the dataset in both Tamil and English.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; analysis; HWW2V; Language Processing; Natural; Sentiment
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URL: https://hal.archives-ouvertes.fr/hal-01826697/file/1212.pdf https://hal.archives-ouvertes.fr/hal-01826697/document https://hal.archives-ouvertes.fr/hal-01826697
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Clinical Natural Language Processing in languages other than English: opportunities and challenges.
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In: ISSN: 2041-1480 ; Journal of Biomedical Semantics ; https://hal.archives-ouvertes.fr/hal-01842518 ; Journal of Biomedical Semantics, BioMed Central, 2018, 9, 13p. ⟨10.1186/s13326-018-0179-8⟩ (2018)
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Evaluation of the Terminology Coverage in the French Corpus LiSSa.
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In: ISSN: 0926-9630 ; EISSN: 1879-8365 ; Studies in Health Technology and Informatics ; https://hal.archives-ouvertes.fr/hal-01843039 ; Studies in Health Technology and Informatics, IOS Press, 2018, pp.126-130 (2018)
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Mining Patients' Narratives in Social Media for Pharmacovigilance: Adverse Effects and Misuse of Methylphenidate
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In: ISSN: 1663-9812 ; Frontiers in Pharmacology ; https://hal-normandie-univ.archives-ouvertes.fr/hal-02103689 ; Frontiers in Pharmacology, Frontiers, 2018, 9, pp.541. ⟨10.3389/fphar.2018.00541⟩ (2018)
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Between the Lines: Machine Learning for Prediction of Psychological Traits - A Survey
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In: Lecture Notes in Computer Science ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE) ; https://hal.inria.fr/hal-02060047 ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.192-211, ⟨10.1007/978-3-319-99740-7_13⟩ (2018)
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A Combined CNN and LSTM Model for Arabic Sentiment Analysis
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In: Lecture Notes in Computer Science ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE) ; https://hal.inria.fr/hal-02060041 ; 2nd International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2018, Hamburg, Germany. pp.179-191, ⟨10.1007/978-3-319-99740-7_12⟩ (2018)
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Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text
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In: LREC proceedings ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01943391 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018, Miyazaki, Japan (2018)
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Measuring Innovation in Speech and Language Processing Publications
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In: International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01840694 ; International Conference on Language Resources and Evaluation, European Language Resources Association (ELRA), May 2018, Miyazaki, Japan (2018)
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Linguistically-driven framework for computationally efficient and scalable sign recognition
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Scalable ASL sign recognition using model-based machine learning and linguistically annotated corpora
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NEW shared & interconnected ASL resources: SignStream® 3 Software; DAI 2 for web access to linguistically annotated video corpora; and a sign bank
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A framework for generating informative answers for Question Answering systems
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Losing Shahrazad: A Distant Reading of 1001 Nights
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In: Senior Projects Spring 2018 (2018)
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Dialog Acts Annotations for Online Chats ; Annotation en Actes de Dialogue pour les Conversations d’Assistance en Ligne
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In: Actes TALN-RECITAL 2018 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; https://hal.archives-ouvertes.fr/hal-01943345 ; 25e conférence sur le Traitement Automatique des Langues Naturelles (TALN), 2018, Rennes, France (2018)
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Continuum of Compositionality and Formal Description
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In: I International Congress of Phraseology and Translation in Latin America ; https://hal.archives-ouvertes.fr/hal-01890449 ; I International Congress of Phraseology and Translation in Latin America, Sep 2018, Lima, Peru ; https://dti.ua.es/es/congreso-internacional-fraseologia-hispanoamerica/ingles/home-page.html (2018)
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Dictionaries for Under-Resourced Languages: from Published Files to Standardized Resources Available on the Web
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In: https://hal.archives-ouvertes.fr/hal-02056905 ; [Research Report] Laboratoire d'informatique de Grenoble. 2018 (2018)
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