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researcher

J. Gouvea

2 papers hereh-index 13825 citations47 works total

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

author position
  • middle author2

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

fields
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAutomatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space

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

collaborators

2 papers

cs.CL2021★ 1 cited

Interpretable contrastive word mover's embedding

Ruijie Jiang, Julia Gouvea, Eric Miller +2

This paper shows that a popular approach to the supervised embedding of documents for classification, namely, contrastive Word Mover's Embedding, can be significantly enhanced by a…

cs.LG2020★ 5 cited

Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space

Ruijie Jiang, Julia Gouvea, David Hammer +2

Qualitative analysis of verbal data is of central importance in the learning sciences. It is labor-intensive and time-consuming, however, which limits the amount of data researcher…

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