Clinical NLP

BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021 BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL 2021 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021 ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain EACL 2021 Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021 Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021 Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021 CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse SemEval 2021 Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021 Detect and Classify – Joint Span Detection and Classification for Health Outcomes EMNLP 2021 Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021 Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain ACL 2021 Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021 Findings of the WMT Shared Task on Machine Translation Using Terminologies EMNLP 2021 Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021 Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021 Identification of profession & occupation in Health-related Social Media using tweets in Spanish NAACL 2021 IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021 ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation ACL 2021 Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021 Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021 Interacting Knowledge Sources, Inspection and Analysis: Case-studies on Biomedical text processing EMNLP 2021