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Self-Supervised Detection of Contextual Synonyms in a Multi-Class
  Setting: Phenotype Annotation Use Case

Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case

4 September 2021
Jingqing Zhang
Luis Bolaños
T. Li
Ashwani Tanwar
Guilherme Freire
Xian Yang
Julia Ive
Vibhor Gupta
Wenhan Luo
ArXiv (abs)PDFHTML

Papers citing "Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case"

7 / 7 papers shown
Title
To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models
To Word Senses and Beyond: Inducing Concepts with Contextualized Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Bastien Liétard
Pascal Denis
Mikaella Keller
202
3
0
28 Jun 2024
The Potential and Pitfalls of using a Large Language Model such as
  ChatGPT or GPT-4 as a Clinical Assistant
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant
Jingqing Zhang
Kai Sun
A. Jagadeesh
Mahta Ghahfarokhi
Deepa Gupta
Ashok Gupta
Vibhor Gupta
Wenhan Luo
LM&MAAI4MHELM
137
14
0
16 Jul 2023
Capsule Network based Contrastive Learning of Unsupervised Visual
  Representations
Capsule Network based Contrastive Learning of Unsupervised Visual Representations
Harsh Panwar
Ioannis Patras
SSL
140
0
0
22 Sep 2022
Cross-Lingual Knowledge Transfer for Clinical Phenotyping
Cross-Lingual Knowledge Transfer for Clinical PhenotypingInternational Conference on Language Resources and Evaluation (LREC), 2022
Jens-Michalis Papaioannou
Paul Grundmann
Betty van Aken
A. Samaras
Ilias Kyparissidis
G. Giannakoulas
Felix Alexander Gers
Alexander Loser
241
7
0
03 Aug 2022
A Scalable Workflow to Build Machine Learning Classifiers with
  Clinician-in-the-Loop to Identify Patients in Specific Diseases
A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases
Jingqing Zhang
Atri Sharma
Luis Bolaños
Tong Li
Ashwani Tanwar
Vibhor Gupta
Wenhan Luo
88
2
0
18 May 2022
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical
  Text by Leveraging External Knowledge
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
Ashwani Tanwar
Jingqing Zhang
Julia Ive
Vibhor Gupta
Wenhan Luo
111
3
0
19 Apr 2022
Clinical Utility of the Automatic Phenotype Annotation in Unstructured
  Clinical Notes: ICU Use Cases
Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases
Jingqing Zhang
Luis Bolaños
Ashwani Tanwar
Julia Ive
Vibhor Gupta
Wenhan Luo
103
2
0
24 Jul 2021
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