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Sophia Yang

3 papers here

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

author position
  • middle author1

Across the 1 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.HC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMixtral of Experts

136 citations · 137 across the 2 of their papers we have counts for

collaborators

3 papers

cs.HC2024

Using Large Language Models for Humanitarian Frontline Negotiation: Opportunities and Considerations

Zilin Ma, Susannah, Su +14

Humanitarian negotiations in conflict zones, called \emph{frontline negotiation}, are often highly adversarial, complex, and high-risk. Several best-practices have emerged over the…

cs.CV2024★ 1 cited

Self Expanding Convolutional Neural Networks

Blaise Appolinary, Alex Deaconu, Sophia Yang +2

In this paper, we present a novel method for dynamically expanding Convolutional Neural Networks (CNNs) during training, aimed at meeting the increasing demand for efficient and su…

cs.LG2024★ 136 cited

Mixtral of Experts

Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux +23

We introduce Mixtral 8x7B, a Sparse Mixture of Experts (SMoE) language model. Mixtral has the same architecture as Mistral 7B, with the difference that each layer is composed of 8…

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