Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor 2018-10 Association for Computational Linguistics Brussels, Belgium text conference publication ws-2018-international-health https://aclanthology.org/W18-5600/ Detecting Diabetes Risk from Social Media Activity Dane Bell author Egoitz Laparra author Aditya Kousik author Terron Ishihara author Mihai Surdeanu author Stephen Kobourov author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication bell-etal-2018-detecting 10.18653/v1/W18-5601 https://aclanthology.org/W18-5601/ 2018-10 1 11 Treatment Side Effect Prediction from Online User-generated Content Van Hoang Nguyen author Kazunari Sugiyama author Min-Yen Kan author Kishaloy Halder author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication nguyen-etal-2018-treatment 10.18653/v1/W18-5602 https://aclanthology.org/W18-5602/ 2018-10 12 21 Revisiting neural relation classification in clinical notes with external information Simon Šuster author Madhumita Sushil author Walter Daelemans author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication suster-etal-2018-revisiting 10.18653/v1/W18-5603 https://aclanthology.org/W18-5603/ 2018-10 22 28 Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data Mandeep Kaur author Diego Mollá author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication kaur-molla-2018-supervised 10.18653/v1/W18-5604 https://aclanthology.org/W18-5604/ 2018-10 29 37 Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition Zenan Zhai author Dat Quoc Nguyen author Karin Verspoor author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication zhai-etal-2018-comparing 10.18653/v1/W18-5605 https://aclanthology.org/W18-5605/ 2018-10 38 43 Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy Lina M Rojas-Barahona author Bo-Hsiang Tseng author Yinpei Dai author Clare Mansfield author Osman Ramadan author Stefan Ultes author Michael Crawford author Milica Gašić author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication rojas-barahona-etal-2018-deep 10.18653/v1/W18-5606 https://aclanthology.org/W18-5606/ 2018-10 44 54 Investigating the Challenges of Temporal Relation Extraction from Clinical Text Diana Galvan author Naoaki Okazaki author Koji Matsuda author Kentaro Inui author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication galvan-etal-2018-investigating 10.18653/v1/W18-5607 https://aclanthology.org/W18-5607/ 2018-10 55 64 De-identifying Free Text of Japanese Dummy Electronic Health Records Kohei Kajiyama author Hiromasa Horiguchi author Takashi Okumura author Mizuki Morita author Yoshinobu Kano author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication kajiyama-etal-2018-de 10.18653/v1/W18-5608 https://aclanthology.org/W18-5608/ 2018-10 65 70 Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study Drahomira Herrmannova author Steven Young author Robert Patton author Christopher Stahl author Nicole Kleinstreuer author Mary Wolfe author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication herrmannova-etal-2018-unsupervised 10.18653/v1/W18-5609 https://aclanthology.org/W18-5609/ 2018-10 71 82 Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers Rémi Cardon author Natalia Grabar author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication cardon-grabar-2018-identification 10.18653/v1/W18-5610 https://aclanthology.org/W18-5610/ 2018-10 83 93 Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network Hans Moen author Kai Hakala author Laura-Maria Peltonen author Henry Suhonen author Petri Loukasmäki author Tapio Salakoski author Filip Ginter author Sanna Salanterä author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication moen-etal-2018-evaluation 10.18653/v1/W18-5611 https://aclanthology.org/W18-5611/ 2018-10 94 100 Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections Deya Banisakher author Naphtali Rishe author Mark A Finlayson author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication banisakher-etal-2018-automatically 10.18653/v1/W18-5612 https://aclanthology.org/W18-5612/ 2018-10 101 110 Iterative development of family history annotation guidelines using a synthetic corpus of clinical text Taraka Rama author Pål Brekke author Øystein Nytrø author Lilja Øvrelid author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication rama-etal-2018-iterative 10.18653/v1/W18-5613 https://aclanthology.org/W18-5613/ 2018-10 111 121 CAS: French Corpus with Clinical Cases Natalia Grabar author Vincent Claveau author Clément Dalloux author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication grabar-etal-2018-cas 10.18653/v1/W18-5614 https://aclanthology.org/W18-5614/ 2018-10 122 128 Analysis of Risk Factor Domains in Psychosis Patient Health Records Eben Holderness author Nicholas Miller author Kirsten Bolton author Philip Cawkwell author Marie Meteer author James Pustejovsky author Mei Hua-Hall author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication holderness-etal-2018-analysis 10.18653/v1/W18-5615 https://aclanthology.org/W18-5615/ 2018-10 129 138 Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks Ivan Girardi author Pengfei Ji author An-phi Nguyen author Nora Hollenstein author Adam Ivankay author Lorenz Kuhn author Chiara Marchiori author Ce Zhang author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication girardi-etal-2018-patient 10.18653/v1/W18-5616 https://aclanthology.org/W18-5616/ 2018-10 139 148 Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction Joël Legrand author Yannick Toussaint author Chedy Raïssi author Adrien Coulet author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication legrand-etal-2018-syntax 10.18653/v1/W18-5617 https://aclanthology.org/W18-5617/ 2018-10 149 159 In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition Golnar Sheikhshabbafghi author Inanc Birol author Anoop Sarkar author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication sheikhshabbafghi-etal-2018-domain 10.18653/v1/W18-5618 https://aclanthology.org/W18-5618/ 2018-10 160 164 Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction Chen Lin author Timothy Miller author Dmitriy Dligach author Hadi Amiri author Steven Bethard author Guergana Savova author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication lin-etal-2018-self 10.18653/v1/W18-5619 https://aclanthology.org/W18-5619/ 2018-10 165 176 Listwise temporal ordering of events in clinical notes Serena Jeblee author Graeme Hirst author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication jeblee-hirst-2018-listwise 10.18653/v1/W18-5620 https://aclanthology.org/W18-5620/ 2018-10 177 182 Time Expressions in Mental Health Records for Symptom Onset Extraction Natalia Viani author Lucia Yin author Joyce Kam author Ayunni Alawi author André Bittar author Rina Dutta author Rashmi Patel author Robert Stewart author Sumithra Velupillai author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication viani-etal-2018-time 10.18653/v1/W18-5621 https://aclanthology.org/W18-5621/ 2018-10 183 192 Evaluation of a Sequence Tagging Tool for Biomedical Texts Julien Tourille author Matthieu Doutreligne author Olivier Ferret author Aurélie Névéol author Nicolas Paris author Xavier Tannier author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication tourille-etal-2018-evaluation 10.18653/v1/W18-5622 https://aclanthology.org/W18-5622/ 2018-10 193 203 Learning to Summarize Radiology Findings Yuhao Zhang author Daisy Yi Ding author Tianpei Qian author Christopher D Manning author Curtis P Langlotz author 2018-10 text Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis Alberto Lavelli editor Anne-Lyse Minard editor Fabio Rinaldi editor Association for Computational Linguistics Brussels, Belgium conference publication zhang-etal-2018-learning-summarize 10.18653/v1/W18-5623 https://aclanthology.org/W18-5623/ 2018-10 204 213