Clinical NLP

Introducing Information Retrieval for Biomedical Informatics Students NAACL 2021 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021 KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021 Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021 Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations EMNLP 2021 Modular Self-Supervision for Document-Level Relation Extraction EMNLP 2021 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021 NLP@NISER: Classification of COVID19 tweets containing symptoms NAACL 2021 OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models NAACL 2021 PAII-NLP at SMM4H 2021: Joint Extraction and Normalization of Adverse Drug Effect Mentions in Tweets NAACL 2021 Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications NAACL 2021 Reasoning Over Virtual Knowledge Bases With Open Predicate Relations ICML 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations EMNLP 2021 Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021 The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora NAACL 2021 Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021 UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021 Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction Interspeech 2021 View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data NAACL 2021 What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021 Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021 Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020 A Framework to Assist Chat Operators of Mental Healthcare Services EMNLP 2020 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020