Concepedia

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, Eduardo Pontes Reis, Anna Seehofnerová,

Research Square · 2023 · 94 citations · 52 references

Open access

Concepts

ComputingBiomedical InformaticsHealth InformaticsClinical InformaticsComputational LinguisticsNatural Language ProcessingClinical Natural Language ProcessingData SummarizationLanguage ModelingText SummarizationClinical Progress NotesClinical SummarizationClinical Text SummarizationDomain AdaptationElectronic Health Record SummarizationHuman Evaluation Of SummariesLarge Language ModelsSummarization Of Clinical Texts

References

52

A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research

Terry K. Koo, Mae Y. Li · Journal of Chiropractic Medicine · 2016 · 27.6K citations · Full text

Education, Educational Measurement, Item Response Theory +13

Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 14.2K citations · Full text

Computing, Computer Science, Computational Linguistics +13

Decoupled Weight Decay Regularization

Ilya Loshchilov, Frank Hutter · arXiv (Cornell University) · 2017 · 9.1K citations · Full text

Computing, Computer Science, Algorithms +16

Exploring the Limits of Transfer Learning with a Unified Text-to-Text\n Transformer

Colin Raffel, Noam Shazeer, Adam Roberts et al. · arXiv (Cornell University) · 2019 · 8.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Transformers: State-of-the-Art Natural Language Processing

Thomas Wolf, Lysandre Debut, Victor Sanh et al. · 2020 · 8K citations · Full text

Computing, Computer Science, Computational Linguistics +10