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07/06/2023
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain
Adapting pretrained language models to novel domains, such as clinical a...
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05/11/2022
Ontology-Based and Weakly Supervised Rare Disease Phenotyping from Clinical Notes
Computational text phenotyping is the practice of identifying patients w...
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03/21/2022
Automated Clinical Coding: What, Why, and Where We Are?
Clinical coding is the task of transforming medical information in a pat...
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09/10/2021
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification
Large-Scale Multi-Label Text Classification (LMTC) includes tasks with h...
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05/03/2021
The Online Pivot: Lessons Learned from Teaching a Text and Data Mining Course in Lockdown, Enhancing online Teaching with Pair Programming and Digital Badges
In this paper we provide an account of how we ported a text and data min...
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02/18/2021
A Systematic Review of Natural Language Processing Applied to Radiology Reports
NLP has a significant role in advancing healthcare and has been found to...
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11/11/2020
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research
We propose a bias-aware methodology to engage with power relations in na...
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02/04/2020
Plague Dot Text: Text mining and annotation of outbreak reports of the Third Plague Pandemic (1894-1952)
The design of models that govern diseases in population is commonly buil...
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03/10/2019