no code implementations • 31 Jan 2024 • Runhui Wang, Luyang Kong, Yefan Tao, Andrew Borthwick, Davor Golac, Henrik Johnson, Shadie Hijazi, Dong Deng, Yongfeng Zhang
We assess the effectiveness of this approach within the context of the entity resolution problem, which frequently involves the use of task-specific metrics in real-world applications.
no code implementations • 15 Aug 2022 • Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade
Medical coding is a complex task, requiring assignment of a subset of over 72, 000 ICD codes to a patient's notes.
no code implementations • 11 Nov 2021 • Denis Jered McInerney, Luyang Kong, Kristjan Arumae, Byron Wallace, Parminder Bhatia
Elastic Weight Consolidation is a recently proposed method to address this issue, but scaling this approach to the modern large models used in practice requires making strong independence assumptions about model parameters, limiting its effectiveness.
no code implementations • Findings (ACL) 2021 • Luyang Kong, Christopher Winestock, Parminder Bhatia
Medical entity retrieval is an integral component for understanding and communicating information across various health systems.
no code implementations • 15 Sep 2020 • Luyang Kong, Lifan Chen, Ming Chen, Parminder Bhatia, Laurent Callot
Anomaly detectors are often designed to catch statistical anomalies.
no code implementations • 6 Feb 2020 • Dmitry Efimov, Di Xu, Luyang Kong, Alexey Nefedov, Archana Anandakrishnan
Generative Adversarial Networks (GANs) became very popular for generation of realistically looking images.