Papers
Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding
Hichem Mezaoui, Isuru Gunasekara, Aleksandr Gontcharov
Leveraging Sublanguage Features for the Semantic Categorization of Clinical Terms
Leonie Grön, Ann Bertels, Kris Heylen
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions
Natalia Viani, Hegler Tissot, Ariane Bernardino et al.
Extraction of Lactation Frames from Drug Labels and LactMed
Heath Goodrum, Meghana Gudala, Ankita Misra et al.
BioRelEx 1.0: Biological Relation Extraction Benchmark
Hrant Khachatrian, Lilit Nersisyan, Karen Hambardzumyan et al.
Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing
Xindi Wang, Robert E. Mercer
First Steps towards Building a Medical Lexicon for Spanish with Linguistic and Semantic Information
Leonardo Campillos-Llanos
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.
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.