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Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish
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In: Shaitarova, Anastassia; Rinaldi, Fabio (2021). Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, Online, 6 June 2021 - 11 June 2021, ACL Anthology. (2021)
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Approaching SMM4H with Merged Models and Multi-task Learning
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In: Ellendorff, Tilia; Furrer, Lenz; Colic, Nicola; Aepli, Noëmi; Rinaldi, Fabio (2019). Approaching SMM4H with Merged Models and Multi-task Learning. In: Proceedings of the 4th Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task, Florence, Italy, 2 August 2019 - 2 August 2019, 58-61. (2019)
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Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
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In: Sheikhalishahi, Seyedmostafa; Miotto, Riccardo; Dudley, Joel T; Lavelli, Alberto; Rinaldi, Fabio; Osmani, Venet (2019). Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. JMIR Medical Informatics, 7(2):e12239. (2019)
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Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019)
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In: Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto; Minard, Anne-Lyse; Pustejovsky, James; Rinaldi, Fabio (2019). Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019). In: Association for Computational Linguistics, Hong Kong, November, Hong Kong, 2019 - 2019. (2019)
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Improving spaCy dependency annotation and PoS tagging web service using independent NER services
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In: Colic, Nicola; Rinaldi, Fabio (2019). Improving spaCy dependency annotation and PoS tagging web service using independent NER services. Genomics & Informatics, 17(2):e21. (2019)
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UZH@SMM4H: System Descriptions
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In: Ellendorff, Tilia; Cornelius, Joseph; Gordon, Heath; Colic, Nicola; Rinaldi, Fabio (2018). UZH@SMM4H: System Descriptions. In: SMM4H: The 3rd Social Media Mining for Health Applications Workshop and Shared Task, Brussels, 30 November 2018 - 30 November 2018, 56-60. (2018)
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Abstract:
Our team at the University of Zurich participated in the first 3 of the 4 sub-tasks at the Social Media Mining for Health Applications (SMM4H) shared task. We experimented with different approaches for text classification, namely traditional feature-based classifiers (Logistic Regression and Support Vector Machines), shallow neural networks, RCNNs, and CNNs. This system description paper provides details regarding the different system architectures and the achieved results.
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Keyword:
000 Computer science; 410 Linguistics; Institute of Computational Linguistics; knowledge & systems
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URL: https://doi.org/10.5167/uzh-168481 http://aclweb.org/anthology/W18-5916 https://www.zora.uzh.ch/id/eprint/168481/ https://www.zora.uzh.ch/id/eprint/168481/1/W18-5916.pdf
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Learning Representations for Biomedical Named Entity Recognition
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In: Lauriola, Ivano; Sella, Riccardo; Aiolli, Fabio; Lavelli, Alberto; Rinaldi, Fabio (2018). Learning Representations for Biomedical Named Entity Recognition. In: 2nd workshop on Natural Language for Artificial Intelligence, Trento, 22 November 2018 - 23 November 2018. s.n., 83-94. (2018)
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Learning Preferences for Large Scale Multi-label Problems
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In: Lauriola, Ivano; Polato, Mirko; Lavelli, Alberto; Rinaldi, Fabio; Aiolli, Fabio (2018). Learning Preferences for Large Scale Multi-label Problems. In: International Conference on Artificial Neural Networks, Rhodes, Greece, 4 October 2018 - 7 October 2018. Springer, 546-555. (2018)
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OGER: OntoGene’s Entity Recogniser in the BeCalm TIPS Task
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In: Furrer, Lenz; Rinaldi, Fabio (2017). OGER: OntoGene’s Entity Recogniser in the BeCalm TIPS Task. In: BioCreative V.5 Challenge Evaluation Workshop, Barcelona, Spain, 26 April 2017 - 27 April 2017, 175-182. (2017)
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Efficient and Accurate Entity Recognition for Biomedical Text
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In: Rinaldi, Fabio; Furrer, Lenz; Basaldella, Marco (2017). Efficient and Accurate Entity Recognition for Biomedical Text. In: BioCreative VI Workshop, Bethesda, MD, USA, 18 October 2017 - 20 October 2017, 195-197. (2017)
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Retrospective analysis of 11 years of livestock necropsy data : evaluation for animal health surveillance
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In: Faverjon, Céline; Küker, Susanne; Furrer, Lenz; Berezowski, John; Posthaus, Horst; Rinaldi, Fabio; Vial, Flavie (2017). Retrospective analysis of 11 years of livestock necropsy data : evaluation for animal health surveillance. In: 3rd International Conference on Animal Health Surveillance, Rotorua, New Zealand, 30 April 2017 - 4 May 2017, 228-230. (2017)
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Author Name Disambiguation in MEDLINE Based on Journal Descriptors and Semantic Types
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In: Vishnyakova, Dina; Rodriguez-Esteban, Raul; Ozol, Khan; Rinaldi, Fabio (2016). Author Name Disambiguation in MEDLINE Based on Journal Descriptors and Semantic Types. In: Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, Osaka, Japan, 12 December 2016 - 13 December 2016. (2016)
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Ontogene Term and Relation Recognition for CDR
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In: Ellendorff, Tilia Renate; Clematide, Simon; van der Lek, Adrian; Furrer, Lenz; Rinaldi, Fabio (2015). Ontogene Term and Relation Recognition for CDR. In: BioCreative V, Sevilla, 9 September 2015 - 11 September 2015, 305-310. (2015)
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Biocuration of microRNAs in idiopathic pulmonary fibrosis
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In: Balderas Martinez, Yalbi I; Rinaldi, Fabio; Contreras, Gabriela (2015). Biocuration of microRNAs in idiopathic pulmonary fibrosis. In: BioCreative V, Sevilla, 9 September 2015 - 11 September 2015, 435-441. (2015)
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Track 4 Overview: Extraction of Causal Network Information in Biological Expression Language (BEL)
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In: Fluck, Juliane; Madan, Sumit; Ellendorff, Tilia Renate; Mevissen, Theo; Clematide, Simon; van der Lek, Adrian; Rinaldi, Fabio (2015). Track 4 Overview: Extraction of Causal Network Information in Biological Expression Language (BEL). In: BioCreative V, Sevilla, 9 September 2015 - 11 September 2015, 333-346. (2015)
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OntoPDF: using a text mining pipeline to generate enriched PDF versions of scientific papers
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In: Zhu, Yi; Rinaldi, Fabio (2014). OntoPDF: using a text mining pipeline to generate enriched PDF versions of scientific papers. In: 6th International Symposium on Semantic Mining in Biomedicine, Aveiro, Portugal, 6 October 2014 - 7 October 2014, 85-89. (2014)
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How preferred are preferred terms?
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In: Grigonyte, Gintare; Clematide, Simon; Rinaldi, Fabio (2013). How preferred are preferred terms? In: Kosem, I; Kallas, J; Gantar, P; Krek, S; Langemets, M; Tuulik, M. Electronic lexicography in the 21st century: thinking outside the paper. Proceedings of the eLex 2013 conference, 17-19 October 2013, Tallinn, Estonia. Ljubljana/Tallinn: eLex, 452-459. (2013)
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UZH in BioNLP 2013
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In: Schneider, Gerold; Clematide, Simon; Ellendorff, Tilia; Tuggener, Don; Rinaldi, Fabio; Grigonyte, Gintare (2013). UZH in BioNLP 2013. In: Proceedings of the BioNLP Shared Task 2013 Workshop, Sophia, Bulgaria, 9 August 2013 - 9 August 2013, 116-120. (2013)
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ODIN: a customizable literature curation tool
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In: Rinaldi, Fabio; Davis, Allan Peter; Southan, Christopher; Clematide, Simon; Ellendorff, Tilia Renate; Schneider, Gerold (2013). ODIN: a customizable literature curation tool. In: Fourth BioCreative Challenge Evaluation Workshop, Bethesda, MD, US, 7 October 2013 - 9 October 2013, 219-223. (2013)
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Assisted curation of growth conditions that affect gene expression in E. coli K-12
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In: Gama, Socorro -Castro; Rinaldi, Fabio; et al (2013). Assisted curation of growth conditions that affect gene expression in E. coli K-12. In: Proceedings of the Fourth BioCreative Challenge Evaluation Workshop, Bethesda, MD, US, 7 October 2013 - 9 October 2013, 214-218. (2013)
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