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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6 7 8 Hits 81 – 100 of 158 81 Dynamic Extension of ASR Lexicon Using Wikipedia Data Abdullah, Badr; Illina, Irina; Fohr, Dominique In: IEEE Workshop on Spoken and Language Technology (SLT) ; https://hal.archives-ouvertes.fr/hal-01874495 ; IEEE Workshop on Spoken and Language Technology (SLT), Dec 2018, Athènes, Greece (2018) BASE Show details 82 Categorization of B2B Service Offers: Lessons learnt from the Silex Use case Dhouib, Molka,; Faron Zucker, Catherine; Tettamanzi, Andrea In: 4ème conférence sur les Applications Pratiques de l'Intelligence Artificielle APIA2018 ; https://hal.archives-ouvertes.fr/hal-01830905 ; 4ème conférence sur les Applications Pratiques de l'Intelligence Artificielle APIA2018, Jul 2018, Nancy, France (2018) Abstract: International audience ; In the domain of Information Retrieval and Natural Language Processing, text classification has become a crucial task. In this article, we share our experience of text cate-gorization in an industrial context and we present a comparative evaluation of binary and multi-label classification algorithms applied to texts describing service offers, in the SILEX B2B platform. We show that for some use cases like the one we consider, a traditional representation of texts by "bags of words" gives better classification results than the promising representation by "word embeddings". ; Dans le domaine de la recherche d'information et du traite-ment automatique du langage, la tâche de classification de textes est devenue une tâche cruciale. Dans cet article, nous partageons notre expérience de la classification de textes dans un contexte industriel et présentons une évalu-ation comparative de différents algorithmes de classification binaire et multi-label appliqués à des textes décrivant des offres de services, issus de la plateforme B2B SILEX pour la recommandation de prestataires de services. Nous montrons que dans certains cas pratiques comme celui que nous considérons, une représentation des données sous la forme de "bags of words" donne de meilleurs résultats de classification qu'une représentation réputée plus promet-teuse par "word embeddings". Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO]Computer Science [cs]; Apprentissage automatique; Bag of words; Catégorisation de textes; Machine Learning; Plongement lexical; Sac de mots; Text categorization; Word embedding URL: https://hal.archives-ouvertes.fr/hal-01830905/document https://hal.archives-ouvertes.fr/hal-01830905 https://hal.archives-ouvertes.fr/hal-01830905/file/APIA_2018_paper_15.pdf BASE Hide details 83 Facing the facts of fake: a distributional semantics and corpus annotation approach Cappelle, Bert; Denis, Pascal; Keller, Mikaela In: ISSN: 2197-2796 ; Yearbook of the German Cognitive Linguistics Association ; https://hal.archives-ouvertes.fr/hal-01959609 ; Yearbook of the German Cognitive Linguistics Association, De Gruyter, 2018, 6 (9-42) (2018) BASE Show details 84 Building and evaluating resources for sentiment analysis in the Greek language Tsakalidis, Adam; PAPADOPOULOS, Symeon; Voskaki, Rania... In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03382985 ; Language Resources and Evaluation, Springer Verlag, 2018, 52 (4), pp.1021-1044. ⟨10.1007/s10579-018-9420-4⟩ (2018) BASE Show details 85 Exploration par apprentissage de discussions de personnes en détresse psychologique Kessler, Remy; Béchet, Nicolas; Ledegen, Gudrun... In: 29es Journées Francophones d'Ingénierie des Connaissances, IC 2018 ; https://hal.archives-ouvertes.fr/hal-01839561 ; 29es Journées Francophones d'Ingénierie des Connaissances, IC 2018, Jul 2018, Nancy, France. pp.95-102 ; http://pfia2018.loria.fr/ (2018) BASE Show details 86 Unsupervised Creation of Normalisation Dictionaries for Micro-Blogs in Arabic, French and English HTAIT, Amal; Fournier, Sébastien; Bellot, Patrice In: 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018) ; https://hal.archives-ouvertes.fr/hal-01795348 ; 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), Mar 2018, Hanoi, Vietnam (2018) BASE Show details 87 Unsupervised Creation of Normalization Dictionaries for Micro-Blogs in Arabic, French and English HTAIT, Amal; Fournier, Sébastien; Bellot, Patrice In: ISSN: 1405-5546 ; EISSN: 2007-9737 ; Computación y sistemas ; https://hal.archives-ouvertes.fr/hal-01958675 ; Computación y sistemas, Instituto Politécnico Nacional IPN Centro de Investigación en Computación, 2018, 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), 22 (3), pp.729-737. ⟨10.13053/CyS-22-3-3034⟩ ; https://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/3034/2514 (2018) BASE Show details 88 Word Embeddings for Wine Recommender Systems Using Vocabularies of Experts and Consumers Cruz, Christophe; Nguyen Van, Cyril; Gautier, Laurent In: ISSN: 2199-188X ; Open Journal of Web Technologies ; https://halshs.archives-ouvertes.fr/halshs-01872273 ; Open Journal of Web Technologies, RonPub, 2018, Special Issue: Proceedings of the International Workshop on Web Data Processing & Reasoning (WDPAR 2018) in conjunction with the 41st German Conference on Artificial Intelligence, 5 (1), pp.23-30 ; https://www.ronpub.com/ojwt/OJWT_2018v5i1n04_Cruz.html (2018) BASE Show details 89 Semantic Analysis using Wikipedia Graph Structure Sajadi, Armin. - 2018 BASE Show details 90 Word Embeddings for Domain Specific Semantic Relatedness Tilbury, Kyle. - 2018 BASE Show details 91 A Framework to Understand Emoji Meaning: Similarity and Sense Disambiguation of Emoji using EmojiNet Wijeratne, Sanjaya In: http://rave.ohiolink.edu/etdc/view?acc_num=wright1547506375922938 (2018) BASE Show details 92 A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter Alqarafi, Abdulrahman; Adeel, Ahsan; Hawalah, Ahmed. - : Springer, 2018 BASE Show details 93 An Empirical Study of Word Embedding Dimensionality Reduction ... Ji, Yichao. - : Zenodo, 2018 BASE Show details 94 An Empirical Study of Word Embedding Dimensionality Reduction ... Ji, Yichao. - : Zenodo, 2018 BASE Show details 95 Sparse distributed representations as word embeddings for language understanding Silva, André de Vasconcelos Santos. - 2018 BASE Show details 96 The Effect of Data Quantity on Dialog System Input Classification Models ; Datamängdens effekt på modeller för avsiktsklassificering i chattkonversationer Lipecki, Johan; Lundén, Viggo. - : KTH, Hälsoinformatik och logistik, 2018 BASE Show details 97 Bidirectional Recurrent Neural Network Approach for Arabic Named Entity Recognition Mohammed N. A. Ali; Guanzheng Tan; Aamir Hussain In: Future Internet ; Volume 10 ; Issue 12 (2018) BASE Show details 98 An Integrated Graph Model for Document Summarization Kang Yang; Kamal Al-Sabahi; Yanmin Xiang... In: Information ; Volume 9 ; Issue 9 (2018) BASE Show details 99 Combining Word Embedding and Knowledge-Based Topic Modeling for Entity Summarization Pouriyeh, Seyedamin; Allahyari, Mehdi; Kochut, Krys... In: Computer Science Faculty Publications (2018) BASE Show details 100 Παράσταση γλωσσολογικού συναισθηματικού περιεχομένου με χρήση υπολογιστικής νοημοσύνης ... Μαγιώνας, Οδυσσέας Σ.. - : Aristotle University of Thessaloniki, 2018 BASE Show details Page: 1 2 3 4 5 6 7 8

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