clinical nlp

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023 Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023 MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023 MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ACL 2023 Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT) ACL 2023 “Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023 On Text-based Personality Computing: Challenges and Future Directions ACL 2023 Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023 PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning EMNLP 2023 Pre-trained language models in Spanish for health insurance coverage ACL 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts ACL 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing EMNLP 2022 A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022 A New Public Corpus for Clinical Section Identification: MedSecId COLING 2022 CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022 “Devils Are in the Details”: Annotating Specificity of Clinical Advice from Medical Literature NAACL 2022 Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports EMNLP 2022 Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022 Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 2022 Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation ACL 2022 Learning to Ask Like a Physician NAACL 2022