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Medical NLP

324 directly classified papers

Papers per year

Papers

On the Summarization of Consumer Health Questions ACL 2019
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection ACL 2019
Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets EMNLP 2018
De-identifying Free Text of Japanese Dummy Electronic Health Records EMNLP 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer EMNLP 2018
Semantic role labeling tools for biomedical question answering: a study of selected tools on the BioASQ datasets EMNLP 2018
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding EMNLP 2018
Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks ACL 2018
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach ACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018
Toward Cross-Domain Engagement Analysis in Medical Notes ACL 2018
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018
Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL 2018
Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL 2018
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks ACL 2018
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018