• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2017 (1)
    • 2011 (1)
    • 2010 (3)
    • 2009 (2)
    • 2007 (2)
    • 2003 (1)
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

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 Hits 1 – 10 of 10 1 Combining NLP and probabilistic categorisation fordocument and term selection for Swiss-Prot medical annotation Dobrokhotov, Pavel B.; Goutte, Cyril; Veuthey, Anne-Lise. - 2017 BASE Show details 2 Multiview Semi-Supervised Learning for Ranking Multilingual Documents Usunier, Nicolas; Amini, Massih-Reza; Goutte, Cyril In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; https://hal.archives-ouvertes.fr/hal-01286156 ; European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2011, Athens, Greece. pp.443-458, ⟨10.1007/978-3-642-23808-6_29⟩ (2011) BASE Show details 3 A Co-classification Approach to Learning from Multilingual Corpora Amini, Massih-Reza; Goutte, Cyril In: ISSN: 0885-6125 ; EISSN: 1573-0565 ; Machine Learning ; https://hal.archives-ouvertes.fr/hal-01172633 ; Machine Learning, Springer Verlag, 2010, 79 (1-2), pp.105-121. ⟨10.1007/s10994-009-5151-5⟩ (2010) BASE Show details 4 Multiview Clustering of Multilingual Documents Kim, Young-Min; Amini, Massih-Reza; Goutte, Cyril... In: Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010) ; The 33rd Annual ACM SIGIR Conference (SIGIR 2010) ; https://hal.archives-ouvertes.fr/hal-01292100 ; The 33rd Annual ACM SIGIR Conference (SIGIR 2010), Jul 2010, Geneva, Switzerland. pp.812-822, ⟨10.1145/1835449.1835633⟩ (2010) BASE Show details 5 Combining Coregularization and Consensus-Based Self-Training for Multilingual Text Categorization Amini, Massih-Reza; Goutte, Cyril; Usunier, Nicolas In: Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010) ; The 33rd Annual ACM SIGIR Conference (SIGIR 2010) ; https://hal.archives-ouvertes.fr/hal-01291883 ; The 33rd Annual ACM SIGIR Conference (SIGIR 2010), Jul 2010, Geneva, Switzerland. pp.475-482, ⟨10.1145/1835449.1835529⟩ (2010) BASE Show details 6 Learning machine translation Goutte, Cyril. - Cambridge, Mass. [u.a.] : MIT Press, 2009 BLLDB UB Frankfurt Linguistik Show details 7 Learning from Multiple Partially Observed Views -- an Application to Multilingual Text Categorization Amini, Massih-Reza; Usunier, Nicolas; Goutte, Cyril In: Advances in Neural Information Processing Systems ; https://hal.archives-ouvertes.fr/hal-01297947 ; Advances in Neural Information Processing Systems, Dec 2009, Vancouver, Canada (2009) BASE Show details 8 Fast & Confident Probabilistic Categorization Goutte, Cyril. - 2007 BASE Show details 9 Statistical Phrase-based Post-editing Isabelle, Pierre; Goutte, Cyril; Simard, Michel. - 2007 BASE Show details 10 Combining NLP and probabilistic categorisation for document and term selection for Swiss-Prot medical annotation Dobrokhotov, Pavel B.; Goutte, Cyril; Veuthey, Anne-Lise; Gaussier, Eric. - : Oxford University Press, 2003 Abstract: Motivation: Searching relevant publications for manual database annotation is a tedious task. In this paper, we apply a combination of Natural Language Processing (NLP) and probabilistic classification to re-rank documents returned by PubMed according to their relevance to Swiss-Prot annotation, and to identify significant terms in the documents. Results: With a Probabilistic Latent Categoriser (PLC) we obtained 69% recall and 59% precision for relevant documents in a representative query. As the PLC technique provides the relative contribution of each term to the final document score, we used the Kullback-Leibler symmetric divergence to determine the most discriminating words for Swiss-Prot medical annotation. This information should allow curators to understand classification results better. It also has great value for fine-tuning the linguistic pre-processing of documents, which in turn can improve the overall classifier performance. Availability: The medical annotation dataset is available from the authors upon request Contact: Pavel.Dobrokhotov@isb-sib.ch ; Cyril.Goutte@xrce.xerox.com * To whom correspondence should be addressed. Keyword: ORIGINAL PAPERS URL: http://bioinformatics.oxfordjournals.org/cgi/content/short/19/suppl_1/i91 https://doi.org/10.1093/bioinformatics/btg1011 BASE Hide details

Mobile view All Catalogues UB Frankfurt Linguistik 1 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 1 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 9 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0