Medical NLP

IITP at MEDIQA 2019: Systems Report for Natural Language Inference, Question Entailment and Question Answering ACL 2019 Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019 LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition ACL 2019 Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019 Lexical Normalization of User-Generated Medical Text ACL 2019 MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019 Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019 Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019 NLP@UNED at SMM4H 2019: Neural Networks Applied to Automatic Classifications of Adverse Effects Mentions in Tweets ACL 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 On the Summarization of Consumer Health Questions ACL 2019 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019 Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019 ACL 2019 PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019 Query selection methods for automated corpora construction with a use case in food-drug interactions ACL 2019 RDoC Task at BioNLP-OST 2019 EMNLP 2019 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 RNN Embeddings for Identifying Difficult to Understand Medical Words ACL 2019 ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019 Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting ACL 2019 Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and Baselines EMNLP 2019 Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019 Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019 Transfer Learning for Health-related Twitter Data ACL 2019 Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019