SparseDoctor: Towards Efficient Chat Doctor with Mixture of Experts Enhanced Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jianbin, Zhu, Yulin, Lo, Wai Lun, Hsung, Richard Tai-Chiu, Tsang, Harris Sik-Ho, Zhou, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting
by: Lin, Zhenan, et al.
Published: (2025)
by: Lin, Zhenan, et al.
Published: (2025)
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
by: Liu, Enshu, et al.
Published: (2024)
by: Liu, Enshu, et al.
Published: (2024)
The Doctors Are In
by: The Editors
Published: (2008)
by: The Editors
Published: (2008)
From Expert to Facilitator: Unveiling the Teaching Styles of Singapore's Medical Practitioners
by: Wai Lun Moy
Published: (2025)
by: Wai Lun Moy
Published: (2025)
Chapter Doctorates and Employability: New Perspectives for Doctoral Education
by: Lisimberti, Cristina
Published: (2022)
by: Lisimberti, Cristina
Published: (2022)
Doctor Virtualis
Published: (2009)
Published: (2009)
The Doctor’s Garden
by: Hickman, Clare
Published: (2022)
by: Hickman, Clare
Published: (2022)
The External Doctorate.
by: Brower, H. Terri
Published: (1979)
by: Brower, H. Terri
Published: (1979)
"The Prognosis, Doctor?"
by: Everhart, Nancy
Published: (1998)
by: Everhart, Nancy
Published: (1998)
Doctors as Witnesses
by: Anna McNeil
Published: (2025)
by: Anna McNeil
Published: (2025)
On Expert Estimation in Hierarchical Mixture of Experts: Beyond Softmax Gating Functions
by: Nguyen, Huy, et al.
Published: (2024)
by: Nguyen, Huy, et al.
Published: (2024)
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them
by: Xie, Wenya, et al.
Published: (2024)
by: Xie, Wenya, et al.
Published: (2024)
Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts
by: Chen, Shengzhuang, et al.
Published: (2025)
by: Chen, Shengzhuang, et al.
Published: (2025)
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
by: Nguyen, Huy, et al.
Published: (2023)
by: Nguyen, Huy, et al.
Published: (2023)
Diagnosis and management of Rosai–Dorfman disease of the breast: Case report and literature review
by: Jessman King Lun Lo, et al.
Published: (2024)
by: Jessman King Lun Lo, et al.
Published: (2024)
Improving Clinical Note Generation from Complex Doctor-Patient Conversation
by: Li, Yizhan, et al.
Published: (2024)
by: Li, Yizhan, et al.
Published: (2024)
Improving Routing in Sparse Mixture of Experts with Graph of Tokens
by: Nguyen, Tam, et al.
Published: (2025)
by: Nguyen, Tam, et al.
Published: (2025)
Facial Surgery Preview Based on the Orthognathic Treatment Prediction
by: Han, Huijun, et al.
Published: (2024)
by: Han, Huijun, et al.
Published: (2024)
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes
by: Wang, Junda, et al.
Published: (2023)
by: Wang, Junda, et al.
Published: (2023)
The Future of Doctoral Research
Published: (2022)
Published: (2022)
Doctoral Education in Africa
Britain. Doctors in the dock
Published: (1995)
Published: (1995)
Doctor Andrés Blei
by: Mario Chojkier
Published: (2008)
by: Mario Chojkier
Published: (2008)
The Rutgers Doctoral Program
by: DeHart, Florence E.
Published: (1969)
by: DeHart, Florence E.
Published: (1969)
New Policy in Doctoral Education in Poland. First Conclusions of Implementing Doctoral Schools
by: Jacek Lewicki, et al.
Published: (2025)
by: Jacek Lewicki, et al.
Published: (2025)
Doctorate Recipients in Library Science: How They Compare with Doctorate Recipients in Other Disciplines.
by: Reeling, Patricia G.
Published: (1992)
by: Reeling, Patricia G.
Published: (1992)
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
by: Nguyen, Huy, et al.
Published: (2024)
by: Nguyen, Huy, et al.
Published: (2024)
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
by: Han, Xing, et al.
Published: (2024)
by: Han, Xing, et al.
Published: (2024)
FOSS: A Self-Learned Doctor for Query Optimizer
by: Zhong, Kai, et al.
Published: (2023)
by: Zhong, Kai, et al.
Published: (2023)
Expert Merging in Sparse Mixture of Experts with Nash Bargaining
by: Nguyen, Dung V., et al.
Published: (2025)
by: Nguyen, Dung V., et al.
Published: (2025)
Towards a Global Core Value System in Doctoral Education
Published: (2022)
Published: (2022)
From Sparse to Soft Mixtures of Experts
by: Puigcerver, Joan, et al.
Published: (2023)
by: Puigcerver, Joan, et al.
Published: (2023)
ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
by: He, Xin, et al.
Published: (2024)
by: He, Xin, et al.
Published: (2024)
PuzzleMoE: Efficient Compression of Large Mixture-of-Experts Models via Sparse Expert Merging and Bit-packed inference
by: Zhao, Yushu, et al.
Published: (2025)
by: Zhao, Yushu, et al.
Published: (2025)
A Closer Look into Mixture-of-Experts in Large Language Models
by: Lo, Ka Man, et al.
Published: (2024)
by: Lo, Ka Man, et al.
Published: (2024)
Doctoral Education in South Africa
by: Cloete, Nico, et al.
Published: (2023)
by: Cloete, Nico, et al.
Published: (2023)
Similar Items
-
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting
by: Lin, Zhenan, et al.
Published: (2025) -
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
by: Liu, Enshu, et al.
Published: (2024) -
The Doctors Are In
by: The Editors
Published: (2008) -
From Expert to Facilitator: Unveiling the Teaching Styles of Singapore's Medical Practitioners
by: Wai Lun Moy
Published: (2025) -
Chapter Doctorates and Employability: New Perspectives for Doctoral Education
by: Lisimberti, Cristina
Published: (2022)