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David Sontag

2 papers here

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • stat.ML1
ORCID 0000-0002-5034-7796
same name
  • David Sontag — 4 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedEmpirical Study of the Benefits of Overparameterization in Learning Latent Variable Models

6 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2023★ 3 cited

Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks

Zejiang Shen, Tal August, Pao Siangliulue +6

Large language models have introduced exciting new opportunities and challenges in designing and developing new AI-assisted writing support tools. Recent work has shown that levera…

stat.ML2019★ 6 cited

Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models

Rares-Darius Buhai, Yoni Halpern, Yoon Kim +2

One of the most surprising and exciting discoveries in supervised learning was the benefit of overparameterization (i.e. training a very large model) to improving the optimization…

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