Clinical NLP

Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling EMNLP 2022 Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022 Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts ACL 2022 Few-shot fine-tuning SOTA summarization models for medical dialogues NAACL 2022 Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports EMNLP 2022 Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022 Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022 Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results EMNLP 2022 Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation ACL 2022 ICDBigBird: A Contextual Embedding Model for ICD Code Classification ACL 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction ACL 2022 Investigating the Medical Coverage of a Translation System into Pictographs for Patients with an Intellectual Disability ACL 2022 KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training AAAI 2022 Large language models are few-shot clinical information extractors EMNLP 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022 Method Entity Extraction from Biomedical Texts COLING 2022 MIMICause: Representation and automatic extraction of causal relation types from clinical notes ACL 2022 Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022 MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM ACL 2022 Named Entity Recognition for Cancer Immunology Research Using Distant Supervision ACL 2022