Medical NLP

Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience ACL 2020 Extracting Relations between Radiotherapy Treatment Details EMNLP 2020 HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL 2020 Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020 Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020 LATTE: Latent Type Modeling for Biomedical Entity Linking AAAI 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020 On the diminishing return of labeling clinical reports EMNLP 2020 On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020 Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020 Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020 Studying Challenges in Medical Conversation with Structured Annotation ACL 2020 Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP 2020 SUPP.AI: finding evidence for supplement-drug interactions ACL 2020 Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020 Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020 A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL 2019 A Deep Learning-Based System for PharmaCoNER EMNLP 2019 Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019 Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019 A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization AAAI 2019 Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions ACL 2019