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researcher

Sam Denton

5 papers hereh-index 332 citations5 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.AI1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing 2024Show all

1 paper · 1 filter

cs.CL2024

Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs

Yung-Chieh Chan, George Pu, Apaar Shanker +4

As large language models (LLMs) are applied to more use cases, creating high quality, task-specific datasets for fine-tuning becomes a bottleneck for model improvement. Using high…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.