Papers
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment
Hemant Pugaliya, Karan Saxena, Shefali Garg et al.
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation
Wei Zhu, Xiaofeng Zhou, Keqiang Wang et al.
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering
Asma Ben Abacha, Chaitanya Shivade, Dina Demner-Fushman
Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications
Anna Koroleva, Patrick Paroubek
Exploring Diachronic Changes of Biomedical Knowledge using Distributed Concept Representations
Gaurav Vashisth, Jan-Niklas Voigt-Antons, Michael Mikhailov et al.
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning
Hassan Alhuzali, Sophia Ananiadou
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings
Zenan Zhai, Dat Quoc Nguyen, Saber Akhondi et al.
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
Mark Neumann, Daniel King, Iz Beltagy et al.
Simplification-induced transformations: typology and some characteristics
Anaïs Koptient, Rémi Cardon, Natalia Grabar
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors
Sotiris Kotitsas, Dimitris Pappas, Ion Androutsopoulos et al.
Transfer Learning for Causal Sentence Detection
Manolis Kyriakakis, Ion Androutsopoulos, Artur Saudabayev et al.
Two-stage Federated Phenotyping and Patient Representation Learning
Dianbo Liu, Dmitriy Dligach, Timothy Miller
Clinical Case Reports for NLP
Cyril Grouin, Natalia Grabar, Vincent Claveau et al.
Clinical Concept Extraction for Document-Level Coding
Sarah Wiegreffe, Edward Choi, Sherry Yan et al.
ChiMed: A Chinese Medical Corpus for Question Answering
Yuanhe Tian, Weicheng Ma, Fei Xia et al.
Is artificial data useful for biomedical Natural Language Processing algorithms?
Zixu Wang, Julia Ive, Sumithra Velupillai et al.
Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives?
Zhaodong Yan, Serena Jeblee, Graeme Hirst
Contributions to Clinical Named Entity Recognition in Portuguese
Fábio Lopes, César Teixeira, Hugo Gonçalo Oliveira
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