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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Welcome
Published:
This site collects my work in applied AI, clinical NLP, LLM evaluation, and domain-adapted language models.
portfolio
Biomedical Knowledge Integration
Published:
Parameter-efficient knowledge integration for biomedical pretrained language models.
ClinicalT5
Published:
A generative language model for clinical text.
LLM Evaluation for Clinical NER
Published:
Benchmarking LLMs on fine-grained clinical named entity recognition.
publications
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution
Published in SIGIR, 2021
Readmission risk prediction from medical text with knowledge graph enhanced graph convolution.
Recommended citation: Qiuhao Lu, Thien Huu Nguyen, and Dejing Dou. Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution. SIGIR, 2021.
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Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models
Published in EMNLP Findings, 2021
Parameter-efficient domain knowledge integration for biomedical language models.
Recommended citation: Qiuhao Lu, Dejing Dou, and Thien Huu Nguyen. Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models. Findings of EMNLP, 2021.
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ClinicalT5: A Generative Language Model for Clinical Text
Published in EMNLP Findings, 2022
A generative language model for clinical text.
Recommended citation: Qiuhao Lu, Dejing Dou, and Thien Huu Nguyen. ClinicalT5: A Generative Language Model for Clinical Text. Findings of EMNLP, 2022.
Download Paper