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Medical NLP

324 directly classified papers

Papers per year

Papers

RDoC Task at BioNLP-OST 2019 EMNLP 2019
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019
Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases EMNLP 2019
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019
Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and Baselines EMNLP 2019
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting ACL 2019
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019
Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019
Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019
Transfer Learning for Health-related Twitter Data ACL 2019
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation ACL 2019
Recognizing UMLS Semantic Types with Deep Learning EMNLP 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
Lexical Normalization of User-Generated Medical Text ACL 2019