Papers
Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns
Julien Fauqueur, Ashok Thillaisundaram, Theodosia Togia
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics
Aditya Joshi, Sarvnaz Karimi, Ross Sparks et al.
Enhancing biomedical word embeddings by retrofitting to verb clusters
Billy Chiu, Simon Baker, Martha Palmer et al.
Query selection methods for automated corpora construction with a use case in food-drug interactions
Georgeta Bordea, Tsanta Randriatsitohaina, Fleur Mougin et al.
A distantly supervised dataset for automated data extraction from diagnostic studies
Christopher Norman, Mariska Leeflang, René Spijker et al.
RNN Embeddings for Identifying Difficult to Understand Medical Words
Hanna Pylieva, Artem Chernodub, Natalia Grabar et al.
Deep Contextualized Biomedical Abbreviation Expansion
Qiao Jin, Jinling Liu, Xinghua Lu
Domain Adaptation of SRL Systems for Biological Processes
Dheeraj Rajagopal, Nidhi Vyas, Aditya Siddhant et al.
MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language
Maria Mitrofan, Verginica Barbu Mititelu, Grigorina Mitrofan
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support
Emilia Apostolova, Tony Wang, Tim Tschampel et al.
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets
Yifan Peng, Shankai Yan, Zhiyong Lu
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model
Mark Ormerod, Jesús Martínez-del-Rincón, Neil Robertson et al.
REflex: Flexible Framework for Relation Extraction in Multiple Domains
Geeticka Chauhan, Matthew B.A. McDermott, Peter Szolovits
A Paraphrase Generation System for EHR Question Answering
Sarvesh Soni, Kirk Roberts
Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes
Steven Kester Yuwono, Hwee Tou Ng, Kee Yuan Ngiam
Classifying the reported ability in clinical mobility descriptions
Denis Newman-Griffis, Ayah Zirikly, Guy Divita et al.
Proceedings of the 18th BioNLP Workshop and Shared Task
Dina Demner-Fushman, Kevin Bretonnel Cohen, Sophia Ananiadou et al.
Rubric Reliability and Annotation of Content and Argument in Source-Based Argument Essays
Yanjun Gao, Alex Driban, Brennan Xavier McManus et al.
Modeling language learning using specialized Elo rating
Jue Hou, Maximilian W. Koppatz, José María Hoya Quecedo et al.
Automated Essay Scoring with Discourse-Aware Neural Models
Farah Nadeem, Huy Nguyen, Yang Liu et al.
The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction
Phu Mon Htut, Joel Tetreault
Equipping Educational Applications with Domain Knowledge
Tarek Sakakini, Hongyu Gong, Jong Yoon Lee et al.
From Receptive to Productive: Learning to Use Confusing Words through Automatically Selected Example Sentences
Chieh-Yang Huang, Yi-Ting Huang, MeiHua Chen et al.
Equity Beyond Bias in Language Technologies for Education
Elijah Mayfield, Michael Madaio, Shrimai Prabhumoye et al.
Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency
Xinhao Wang, Keelan Evanini, Matthew Mulholland et al.