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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019
RDoC Task at BioNLP-OST 2019 EMNLP 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 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
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach ACL 2018
Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks ACL 2018
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks ACL 2018
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL 2018
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018
Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018
Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018