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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline EMNLP 2022
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays EMNLP 2022
Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022
Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022
Automated Lay Language Summarization of Biomedical Scientific Reviews AAAI 2021
Nutri-bullets: Summarizing Health Studies by Composing Segments AAAI 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization ACL 2021
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
Detecting Health Advice in Medical Research Literature EMNLP 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021
Evidence-based Fact-Checking of Health-related Claims EMNLP 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021