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researcher

Martin Kuo

9 papers hereh-index 8531 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author3

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedTowards Building the Federated GPT: Federated Instruction Tuning

9 citations · 13 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023

DA-Cramming: Enhancing Cost-Effective Language Model Pretraining with Dependency Agreement Integration

Martin Kuo, Jianyi Zhang, Dongting Li +1

Pretraining language models is still a challenge for many researchers due to its substantial computational costs. As such, there is growing interest in developing more affordable p…

cs.CL2023★ 9 cited

Towards Building the Federated GPT: Federated Instruction Tuning

Jianyi Zhang, Saeed Vahidian, Martin Kuo +6

While "instruction-tuned" generative large language models (LLMs) have demonstrated an impressive ability to generalize to new tasks, the training phases heavily rely on large amou…

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