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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 Hits 1 – 20 of 94 1 An annotated dataset for extracting gene-melanoma relations from scientific literature Zanoli, Roberto; Lavelli, Alberto; Löffler, Theresa... In: J Biomed Semantics (2022) BASE Show details 2 Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis LOUHI@EACL 2021 Holderness, Eben; Jimeno Yepes, Antonio; Lavelli, Alberto. - : HAL CCSD, 2021 In: EMNLP 2021 ; https://hal.archives-ouvertes.fr/hal-03483374 ; EMNLP 2021, 2021 ; https://aclanthology.org/2021.louhi-1.0/ (2021) BASE Show details 3 Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. ... NAACL 2021 2021; Rinaldi, Fabio; Shaitarova, Anastassia. - : Underline Science Inc., 2021 BASE Show details 4 Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish Shaitarova, Anastassia; Rinaldi, Fabio 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) Abstract: Negation is a linguistic universal that poses difficulties for cognitive and computational processing. Despite many advances in text analytics, negation resolution remains an acute and continuously researched question in Natural Language Processing. Reliable negation parsing affects results in biomedical text mining, sentiment analysis, machine translation, and many other fields. The availability of multilingual pre-trained general representation models makes it possible to experiment with negation detection in languages that lack annotated data. In this work we test the performance of two state-of-the-art contextual representation models, Multilingual BERT and XLM-RoBERTa. We resolve negation scope by conducting zero-shot transfer between English, Spanish, French, and Russian. Our best result amounts to a token-level F1-score of 86.86% between Spanish and Russian. We correlate these results with a linguistic negation typology and lexical capacity of the models. Keyword: 000 Computer science; 410 Linguistics; Institute of Computational Linguistics; knowledge & systems URL: https://doi.org/10.18653/v1/2021.naacl-srw.3 https://www.zora.uzh.ch/id/eprint/205787/ https://doi.org/10.5167/uzh-205787 https://www.zora.uzh.ch/id/eprint/205787/1/2021.naacl-srw.3.pdf https://aclanthology.org/2021.naacl-srw.3/ BASE Hide details 5 Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, LOUHI@EMNLP 2020, Online, November 20, 2020. Holderness, Eben; Jimeno Yepes, Antonio; Lavelli, Alberto. - : HAL CCSD, 2020 In: https://halshs.archives-ouvertes.fr/halshs-03102506 ; Association for Computational Linguistics 2020. 2020, 978-1-952148-81-1 ; https://www.aclweb.org/anthology/volumes/2020.louhi-1/ (2020) BASE Show details 6 COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media ... The 28th International Conference on Computational Linguistics 2020; Cornelius, Joseph; Ellendorff, Tilia. - : Underline Science Inc., 2020 BASE Show details 7 SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces ... Vani, K; Mitrovic, Sandra; Antonucci, Alessandro. - : arXiv, 2020 BASE Show details 8 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto. - : HAL CCSD, 2019 In: https://hal.archives-ouvertes.fr/hal-02992403 ; Association for Computational Linguistics. Nov 2019, Hong Kong, 2019, 978-1-950737-77-2 ; https://www.aclweb.org/anthology/D19-6200/ (2019) BASE Show details 9 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) ... Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto. - : Association for Computational Linguistics, 2019 BASE Show details 10 UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition ... Furrer, Lenz; Cornelius, Joseph; Rinaldi, Fabio. - : Association for Computational Linguistics, 2019 BASE Show details 11 Approaching SMM4H with Merged Models and Multi-task Learning Ellendorff, Tilia; Furrer, Lenz; Colic, Nicola... 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) BASE Show details 12 Revisiting the decay of scientific email addresses Rodriguez-Esteban, Raul; Vishnyakova, Dina; Rinaldi, Fabio In: Rodriguez-Esteban, Raul; Vishnyakova, Dina; Rinaldi, Fabio (2019). Revisiting the decay of scientific email addresses. bioRxiv 633255, University of Zurich. (2019) BASE Show details 13 Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review Sheikhalishahi, Seyedmostafa; Miotto, Riccardo; Dudley, Joel T... 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) BASE Show details 14 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto... 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) BASE Show details 15 Improving spaCy dependency annotation and PoS tagging web service using independent NER services Colic, Nicola; Rinaldi, Fabio 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) BASE Show details 16 UZH@SMM4H: System Descriptions ... Ellendorff, Tilia; Cornelius, Joseph; Gordon, Heath. - : Association for Computational Linguistics, 2018 BASE Show details 17 UZH@SMM4H: System Descriptions Ellendorff, Tilia; Cornelius, Joseph; Gordon, Heath... 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) BASE Show details 18 Learning Representations for Biomedical Named Entity Recognition Lauriola, Ivano; Sella, Riccardo; Aiolli, Fabio... 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) BASE Show details 19 Learning Preferences for Large Scale Multi-label Problems Lauriola, Ivano; Polato, Mirko; Lavelli, Alberto... 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) BASE Show details 20 OGER: OntoGene’s Entity Recogniser in the BeCalm TIPS Task Furrer, Lenz; Rinaldi, Fabio 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) BASE Show details Page: 1 2 3 4 5

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