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Clinical NLP

646 directly classified papers

Papers per year

Papers

NLP@NISER: Classification of COVID19 tweets containing symptoms NAACL 2021
Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021
BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL 2021
Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications NAACL 2021
Detect and Classify – Joint Span Detection and Classification for Health Outcomes EMNLP 2021
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction INTERSPEECH 2021
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021
What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations EMNLP 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations EMNLP 2021
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021
BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021
The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora NAACL 2021
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data NAACL 2021
CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse ACL 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision AAAI 2020
Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020