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Medical NLP

324 directly classified papers

Papers per year

Papers

Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ACL 2020
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP 2020
Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020
Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020
LATTE: Latent Type Modeling for Biomedical Entity Linking AAAI 2020
A System for Medical Information Extraction and Verification from Unstructured Text AAAI 2020
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020
Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020
Biomedical Entity Representations with Synonym Marginalization ACL 2020
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences ACL 2020
BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing ACL 2020
Self-supervised context-aware COVID-19 document exploration through atlas grounding ACL 2020
COVID-QA: A Question Answering Dataset for COVID-19 ACL 2020
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience ACL 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020
COMETA: A Corpus for Medical Entity Linking in the Social Media EMNLP 2020
CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020
BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP 2020