clinical nlp

Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text 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 Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021 What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021 A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020 Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020 Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020 Extracting Relations between Radiotherapy Treatment Details EMNLP 2020 How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset EMNLP 2020 Learning from Unlabelled Data for Clinical Semantic Textual Similarity 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 Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020 Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020 Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020 The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish EMNLP 2020 Clinical Case Reports for NLP ACL 2019 Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts EMNLP 2019 Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph EMNLP 2019 Identifying Semantics in Clinical Reports Using Neural Machine Translation AAAI 2019 MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019 NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction NAACL 2019