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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...47 48 49 50 51 52 53 54 Hits 1.001 – 1.020 of 1.080 1001 Teaching Computational Linguistics ; Challenges and Target Audiences Amaro, Raquel. - : COPEC - Science and Education Research Council, 2016 BASE Show details 1002 Automated Learning of Event Coding Dictionaries for Novel Domains with an Application to Cyberspace Radford, Benjamin James. - 2016 BASE Show details 1003 Short text classification of clinical questions Jindal, Shubham. - : uga, 2016 BASE Show details 1004 On link predictions in complex networks with an application to ontologies and semantics Entrup, Bastian. - : Justus-Liebig-Universität Gießen, 2016. : FB 05 - Sprache, Literatur, Kultur. Germanistik, 2016 BASE Show details 1005 Ensembles of Text and Time-Series Models for Automatic Generation of Financial Trading Signals Bari, Omar Abdul. - : University of Kansas, 2016 BASE Show details 1006 Structured Approaches for Exploring Interpersonal Relationships in Natural Language Text Chaturvedi, Snigdha. - 2016 BASE Show details 1007 Extracting biomedical events from pairs of text entities Liu, Xiao; Bordes, Antoine; Grandvalet, Yves In: ISSN: 1471-2105 ; BMC Bioinformatics ; https://hal.archives-ouvertes.fr/hal-01313324 ; BMC Bioinformatics, BioMed Central, 2015, 16 (Suppl 10), pp.S8. ⟨10.1186/1471-2105-16-S10-S8⟩ ; http://bmcbioinformatics.biomedcentral.com/articles/10.1186/1471-2105-16-S10-S8 (2015) BASE Show details 1008 Sentiment Analysis with Incremental Human-in-the-Loop Learning and Lexical Resource Customization Mishra, Shubhanshu; Diesner, Jana; Byrne, Jason. - : ACM Digital Library, 2015 BASE Show details 1009 Guided Probabilistic Topic Models for Agenda-setting and Framing Nguyen, Viet An. - 2015 BASE Show details 1010 PREDICTING MUSIC GENRE PREFERENCES BASED ON ONLINE COMMENTS Sinclair, Andrew J In: Master's Theses (2014) BASE Show details 1011 Entity Information Extraction using Structured and Semi-structured resources ... Unkn Unknown. - : Temple University. Libraries, 2014 BASE Show details 1012 The USAGE review corpus for fine-grained, multi-lingual opinion analysis ... Klinger, Roman. - : Bielefeld University, 2014 BASE Show details 1013 The USAGE review corpus for fine-grained, multi-lingual opinion analysis ... Klinger, Roman. - : Bielefeld University, 2014 BASE Show details 1014 The USAGE review corpus for fine-grained, multi-lingual opinion analysis Klinger, Roman. - : Bielefeld University, 2014 BASE Show details 1015 Deep stochastic sentence generation : resources and strategies Mille, Simon. - : Universitat Pompeu Fabra, 2014 In: TDX (Tesis Doctorals en Xarxa) (2014) BASE Show details 1016 Supervised and semi-supervised statistical models for word-based sentiment analysis ; Überwachte und halbüberwachte statistische Modelle zur wortbasierten Sentimentanalyse Scheible, Christian. - 2014 BASE Show details 1017 Identification of Informativeness in Text using Natural Language Stylometry Shams, Rushdi In: Electronic Thesis and Dissertation Repository (2014) BASE Show details 1018 Analysing discourse and text complexity for learning and collaborating ; L'analyse de la complexité du discours et du texte pour apprendre et collaborer Dascalu, Mihai. - : HAL CCSD, 2013 In: https://tel.archives-ouvertes.fr/tel-00978420 ; Education. Université de Grenoble; Universitatea politehnica (Bucarest), 2013. Français. ⟨NNT : 2013GRENH004⟩ (2013) BASE Show details 1019 Pour une démarche centrée sur l'utilisateur dans les ENT. Apport au Traitement Automatique des Langues. Beust, Pierre. - : HAL CCSD, 2013 In: https://tel.archives-ouvertes.fr/tel-01070522 ; Sciences de l'information et de la communication. Université de Caen, 2013 (2013) BASE Show details 1020 Combining an expert-based medical entity recognizer to a machine-learning system: methods and a case-study Zweigenbaum, Pierre; Lavergne, Thomas; Grabar, Natalia; Hamon, Thierry; Rosset, Sophie; Grouin, Cyril In: Biomedical Informatics Insights ; https://hal.archives-ouvertes.fr/hal-01972779 ; Biomedical Informatics Insights, 2013, 13p (2013) Abstract: International audience ; Medical entity recognition is currently generally performed by data-driven methods based on supervised machine learning. Expert-based systems, where linguistic and domain expertise are directly provided to the system, for instance in the form of lexicons and pattern-based rules, are often combined with data-driven systems. We present here a case study where an existing expert-based medical entity recognition system, Ogmios, is combined with a data-driven system, Caramba, based on a linear-chain Conditional Random Field (CRF) classifier. We examine different methods to combine two such systems and test the most relevant ones through experiments performed on the i2b2/VA 2012 challenge data. Our case study specifically highlights the risk of overfitting incurred by an expert-based system. We observe that it prevents the combination of the two systems from obtaining improvements in precision, recall, or F-measure, and analyse the underlying mechanisms through a post-hoc feature-level analysis. We also observe that wrapping the expert-based system alone as attributes input to a CRF classifier does boost its F-measure from 0.603 to 0.710 (strict matching of types and boundaries, as per the conlleval program), bringing it on par with the data-driven system. The generality of this method remains to be further investigated. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Hybrid Meth- ods; Information Extraction; Machine Learning; Medical records; Natural Language Processing; Overfitting URL: https://hal.archives-ouvertes.fr/hal-01972779 BASE Hide details Page: 1...47 48 49 50 51 52 53 54

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