Clinical NLP

Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020 Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020 Extracting Semantic Aspects for Structured Representation of Clinical Trial Eligibility Criteria EMNLP 2020 Gender and sentiment, critics and authors: a dataset of Norwegian book reviews COLING 2020 Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL 2020 How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset EMNLP 2020 ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network AAAI 2020 Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP 2020 Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020 Jennifer for COVID-19: An NLP-Powered Chatbot Built for the People and by the People to Combat Misinformation ACL 2020 Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020 Learning to Select Best Forecast Tasks for Clinical Outcome Prediction NeurIPS 2020 MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020 MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge EMNLP 2020 Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL 2020 Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports EMNLP 2020 PHICON: Improving Generalization of Clinical Text De-identification Models via Data Augmentation EMNLP 2020 Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020 Question Answering with Long Multiple-Span Answers EMNLP 2020 Rationalizing Medical Relation Prediction from Corpus-level Statistics ACL 2020 Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020 Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020 Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020