Geoffrey J. Tso

According to our database, Geoffrey J. Tso authored at least 13 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Compact Language Models with Iterative Text Refinement for Health Dialogue Summarization.

Kellen Tan Cheng, Ganesh Ramesh, Nafiul Rashid, Geoffrey J. Tso, Jilong Kuang

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents.

Ervine Zheng, Yikuan Li, Geoffrey J. Tso, Jilong Kuang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization.

Cheng Zhen, Ervine Zheng, Jilong Kuang, Geoffrey J. Tso

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

2024

MED-OMIT: Extrinsically-Focused Evaluation Metric for Omissions in Medical Summarization.

Elliot Schumacher, Daniel Rosenthal, Dhruv Naik, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan

Proceedings of the Machine Learning for Health, 2024

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents.

Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Extrinsically-Focused Evaluation of Omissions in Medical Summarization.

Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan

CoRR, 2023

2022

Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial.

Vy T. Ho, Rachael C. Aikens, Geoffrey J. Tso, Paul A. Heidenreich, Christopher D. Sharp, Steven M. Asch, Jonathan H. Chen, Neil K. Shah

J. Am. Medical Informatics Assoc., 2022

2020

COVID-19 in differential diagnosis of online symptom assessments.

Anitha Kannan, Richard Chen, Vignesh Venkataraman, Geoffrey J. Tso, Xavier Amatriain

CoRR, 2020

2019

Open Set Medical Diagnosis.

Viraj Prabhu, Anitha Kannan, Geoffrey J. Tso, Namit Katariya, Manish Chablani, David A. Sontag, Xavier Amatriain

CoRR, 2019

2018

Learning from the experts: From expert systems to machine-learned diagnosis models.

Murali Ravuri, Anitha Kannan, Geoffrey J. Tso, Xavier Amatriain

Proceedings of the Machine Learning for Healthcare Conference, 2018

2017

High-Risk Drug-Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions.

Geoffrey J. Tso, Samson W. Tu, Mark A. Musen, Mary K. Goldstein

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems.

Geoffrey J. Tso, Kaeli Yuen, Susana B. Martins, Samson W. Tu, Michael Ashcraft, Paul Heidenreich, Brian B. Hoffman, Mary K. Goldstein

Proceedings of the Summit on Clinical Research Informatics, 2016

Automating Guidelines for Clinical Decision Support: Knowledge Engineering and Implementation.

Geoffrey J. Tso, Samson W. Tu, Connie Oshiro, Susana B. Martins, Michael Ashcraft, Kaeli Yuen, Dan Y. Wang, Amy Robinson, Paul Heidenreich, Mary K. Goldstein

Proceedings of the AMIA 2016, 2016