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Clinical NLP

646 directly classified papers

Papers per year

Papers

Named Entity Recognition for Cancer Immunology Research Using Distant Supervision ACL 2022
Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction ACL 2022
Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022
Few-shot fine-tuning SOTA summarization models for medical dialogues NAACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022
A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022
The USMLE® Step 2 Clinical Skills Patient Note Corpus NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
User-Driven Research of Medical Note Generation Software NAACL 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics EMNLP 2022
Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022
Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022
A New Public Corpus for Clinical Section Identification: MedSecId COLING 2022
Large language models are few-shot clinical information extractors EMNLP 2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing EMNLP 2022
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022
Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification ACL 2022