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Actes de la conférence Traitement Automatique de la Langue Naturelle, TALN 2018
Anne-Laure Ligozat,Peggy Cellier,Anne-Lyse Minard,Vincent Claveau,Cyril Grouin,Patrick Paroubek +5 more
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This article presents an information extraction method which collects additional information on the web so as to enrich already existing information and then fill in a knowledge base using lexical and syntactical patterns.Abstract:
Relation pattern extraction and information extraction from the web. This article presents an information extraction method which collects additional information on the web so as to enrich already existing information and then fill in a knowledge base. Our method is based on lexical and syntactical patterns, both used as search queries and extraction patterns to allow the analysis of unstructured documents. To do so, we first defined relevant criteria coming from the analysis phase so as to ease the discovery of new values. MOTS-CLES : Construction de patrons, extraction d’information, extraction d’entités nommées, syntaxe en dépendances, apprentissage de patrons d’extraction, web comme corpus.read more
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Synthesis Lectures on Human Language Technologies
Ido Dagan,Dan Roth,Mark Sammons,Fabio Massimo Zanzotto,Web Corpus Construction,Roland Schäfer,Felix Bildhauer +6 more
TL;DR: This book gives a comprehensive view of state-of-the-art techniques that are used to build spoken dialogue systems and presents dialogue modelling and system development issues relevant in both academic and industrial environments and also discusses requirements and challenges for advanced interaction management and future research.
Journal Article
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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Sémiologie Graphique: les diagrammes, les réseaux, les cartes@@@Semiologie Graphique: les diagrammes, les reseaux, les cartes
David Bickmore,Jacques Bertin +1 more
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Automatic Text SimplificationHoracio Saggion (Universitat Pompeu Fabra) Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 37), 2017, xvi+121 pp; paperback, ISBN 978-1-62705-868-1; ebook, ISBN 978-1-62705-869-8; doi:10.2200/S00700ED1V01Y201602HLT032
References
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Proceedings Article
Learning Word Vectors for 157 Languages
TL;DR: This article used two sources of data to train these models: the free online encyclopedia Wikipedia and data from the common crawl project, and introduced three new word analogy datasets to evaluate these word vectors, for French, Hindi and Polish.
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Entity Linking meets Word Sense Disambiguation: A Unified Approach
TL;DR: Babelfy is presented, a unified graph-based approach to EL and WSD based on a loose identification of candidate meanings coupled with a densest subgraph heuristic which selects high-coherence semantic interpretations.
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SemEval-2015 Task 12: Aspect Based Sentiment Analysis
TL;DR: The task provided manually annotated reviews in three domains (restaurants, laptops and hotels), and a common evaluation procedure, to foster research beyond sentenceor text-level sentiment classification towards Aspect Based Sentiment Analysis.
Proceedings Article
Semi-supervised Learning with Deep Generative Models
TL;DR: This paper revisited the approach to semi-supervised learning with generative models and developed new models that allow for effective generalisation from small labelled data sets to large unlabeled ones.
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Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter
Peter Sheridan Dodds,Kameron Decker Harris,Isabel M. Kloumann,Catherine A. Bliss,Christopher M. Danforth +4 more
TL;DR: Examination of expressions made on the online, global microblog and social networking service Twitter is examined, uncovering and explaining temporal variations in happiness and information levels over timescales ranging from hours to years.