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Clinical NLP

646 directly classified papers

Papers per year

Papers

Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022
Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation COLING 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022
KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training AAAI 2022
A text-writing system for Easy-to-Read German evaluated with low-literate users with cognitive impairment ACL 2022
A Holistic Framework for Analyzing the COVID-19 Vaccine Debate NAACL 2022
Building a Clinically-Focused Problem List From Medical Notes EMNLP 2022
Securely Capturing People’s Interactions with Voice Assistants at Home: A Bespoke Tool for Ethical Data Collection EMNLP 2022
Patient-friendly Clinical Notes: Towards a new Text Simplification Dataset EMNLP 2022
Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports EMNLP 2022
Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
Method Entity Extraction from Biomedical Texts COLING 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions COLING 2022
BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali) ACL 2022
Detecting Urgency in Multilingual Medical SMS in Kenya AACL 2022