Papers
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing
Kaja Dobrovoljc, Matej Martinc
Challenges in Converting the Index Thomisticus Treebank into Universal Dependencies
Flavio Massimiliano Cecchini, Marco Passarotti, Paola Marongiu et al.
Expletives in Universal Dependency Treebanks
Gosse Bouma, Jan Hajic, Dag Haug et al.
Using Universal Dependencies in cross-linguistic complexity research
Aleksandrs Berdicevskis, Çağrı Çöltekin, Katharina Ehret et al.
Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank
Chiara Alzetta, Felice Dell’Orletta, Simonetta Montemagni et al.
Learning to Summarize Radiology Findings
Yuhao Zhang, Daisy Yi Ding, Tianpei Qian et al.
Evaluation of a Sequence Tagging Tool for Biomedical Texts
Julien Tourille, Matthieu Doutreligne, Olivier Ferret et al.
Time Expressions in Mental Health Records for Symptom Onset Extraction
Natalia Viani, Lucia Yin, Joyce Kam et al.
Listwise temporal ordering of events in clinical notes
Serena Jeblee, Graeme Hirst
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction
Chen Lin, Timothy Miller, Dmitriy Dligach et al.
In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition
Golnar Sheikhshabbafghi, Inanc Birol, Anoop Sarkar
Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
Joël Legrand, Yannick Toussaint, Chedy Raïssi et al.
Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks
Ivan Girardi, Pengfei Ji, An-phi Nguyen et al.
Analysis of Risk Factor Domains in Psychosis Patient Health Records
Eben Holderness, Nicholas Miller, Kirsten Bolton et al.
CAS: French Corpus with Clinical Cases
Natalia Grabar, Vincent Claveau, Clément Dalloux
Iterative development of family history annotation guidelines using a synthetic corpus of clinical text
Taraka Rama, Pål Brekke, Øystein Nytrø et al.
Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections
Deya Banisakher, Naphtali Rishe, Mark A. Finlayson
Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network
Hans Moen, Kai Hakala, Laura-Maria Peltonen et al.
Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers
Rémi Cardon, Natalia Grabar
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
Drahomira Herrmannova, Steven Young, Robert Patton et al.
De-identifying Free Text of Japanese Dummy Electronic Health Records
Kohei Kajiyama, Hiromasa Horiguchi, Takashi Okumura et al.
Investigating the Challenges of Temporal Relation Extraction from Clinical Text
Diana Galvan, Naoaki Okazaki, Koji Matsuda et al.
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai et al.
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition
Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data
Mandeep Kaur, Diego Mollá