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