Clinical NLP

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022 Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores Interspeech 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali) ACL 2022 Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation COLING 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022 Building a Clinically-Focused Problem List From Medical Notes EMNLP 2022 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022 Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022 Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022 Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics EMNLP 2022 Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022 CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022 D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022 Detecting Urgency in Multilingual Medical SMS in Kenya AACL 2022 DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NeurIPS 2022