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Medical NLP

324 directly classified papers

Papers per year

Papers

Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022

A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022

Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning ACL 2022

Explainable Assessment of Healthcare Articles with QA ACL 2022

Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ACL 2021

Evidence-based Fact-Checking of Health-related Claims EMNLP 2021

Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021

Detecting Health Advice in Medical Research Literature EMNLP 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

Automated Lay Language Summarization of Biomedical Scientific Reviews AAAI 2021

Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021

Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021

Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021

Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021

A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021

Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021

Interacting Knowledge Sources, Inspection and Analysis: Case-studies on Biomedical text processing EMNLP 2021

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text EMNLP 2021

Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 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

Studying Challenges in Medical Conversation with Structured Annotation ACL 2020