Abstract is missing.
- Frontmatter [doi]
- Detecting Diabetes Risk from Social Media ActivityDane Bell, Egoitz Laparra, Aditya Kousik, Terron Ishihara, Mihai Surdeanu, Stephen G. Kobourov. 1-11 [doi]
- Treatment Side Effect Prediction from Online User-generated ContentHoang Nguyen, Kazunari Sugiyama, Min-Yen Kan, Kishaloy Halder. 12-21 [doi]
- Revisiting neural relation classification in clinical notes with external informationSimon Suster, Madhumita Sushil, Walter Daelemans. 22-28 [doi]
- Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical DataMandeep Kaur, Diego Mollá. 29-37 [doi]
- Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognitionZenan Zhai, Dat Quoc Nguyen, Karin Verspoor. 38-43 [doi]
- Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural TherapyLina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai, Clare Mansfield, Osman Ramadan, Stefan Ultes, Michael Crawford, Milica Gasic. 44-54 [doi]
- Investigating the Challenges of Temporal Relation Extraction from Clinical TextDiana Galvan, Naoaki Okazaki, Koji Matsuda, Kentaro Inui. 55-64 [doi]
- De-identifying Free Text of Japanese Dummy Electronic Health RecordsKohei Kajiyama, Hiromasa Horiguchi, Takashi Okumura, Mizuki Morita, Yoshinobu Kano. 65-70 [doi]
- Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental StudyDrahomira Herrmannova, Steven Robert Young, Robert M. Patton, Christopher G. Stahl, Nicole C. Kleinstreuer, Mary S. Wolfe. 71-82 [doi]
- Identification of Parallel Sentences in Comparable Monolingual Corpora from Different RegistersRémi Cardon, Natalia Grabar. 83-93 [doi]
- Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural NetworkHans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä. 94-100 [doi]
- Automatically Detecting the Position and Type of Psychiatric Evaluation Report SectionsDeya Banisakher, Naphtali Rishe, Mark A. Finlayson. 101-110 [doi]
- Iterative development of family history annotation guidelines using a synthetic corpus of clinical textTaraka Rama, Pål Brekke, Øystein Nytrø, Lilja Øvrelid. 111-121 [doi]
- CAS: French Corpus with Clinical CasesNatalia Grabar, Vincent Claveau, Clément Dalloux. 122-128 [doi]
- Analysis of Risk Factor Domains in Psychosis Patient Health RecordsEben Holderness, Nicholas Miller, Kirsten Bolton, Philip Cawkwell, Marie Meteer, James Pustejovsky, Mei-Hua Hall. 129-138 [doi]
- Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural NetworksIvan Girardi, Pengfei Ji, An-phi Nguyen, Nora Hollenstein, Adam Ivankay, Lorenz Kuhn, Chiara Marchiori, Ce Zhang. 139-148 [doi]
- Syntax-based Transfer Learning for the Task of Biomedical Relation ExtractionJoël Legrand, Yannick Toussaint, Chedy Raïssi, Adrien Coulet. 149-159 [doi]
- In-domain Context-aware Token Embeddings Improve Biomedical Named Entity RecognitionGolnar Sheikhshab, Inanç Birol, Anoop Sarkar. 160-164 [doi]
- Self-training improves Recurrent Neural Networks performance for Temporal Relation ExtractionChen Lin, Timothy A. Miller, Dmitriy Dligach, Hadi Amiri, Steven Bethard, Guergana Savova. 165-176 [doi]
- Listwise temporal ordering of events in clinical notesSerena Jeblee, Graeme Hirst. 177-182 [doi]
- Time Expressions in Mental Health Records for Symptom Onset ExtractionNatalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart 0002, Sumithra Velupillai. 183-192 [doi]
- Evaluation of a Sequence Tagging Tool for Biomedical TextsJulien Tourille, Matthieu Doutreligne, Olivier Ferret, Aurélie Névéol, Nicolas Paris, Xavier Tannier. 193-203 [doi]
- Learning to Summarize Radiology FindingsYuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz. 204-213 [doi]