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V. D. Sa

10 papers hereh-index 201.9k citations92 works total

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

author position
  • last author10

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG2
  • cs.NE2
  • cs.CV1
  • eess.SP1
same name
  • V. D. Sa — 1 paper, h 2

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

activity
20172022
most citedTrimming and Improving Skip-thought Vectors

6 citations · 15 across the 5 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2018

A Simple Recurrent Unit with Reduced Tensor Product Representations

Shuai Tang, Paul Smolensky, Virginia R. de Sa

idely used recurrent units, including Long-short Term Memory (LSTM) and the Gated Recurrent Unit (GRU), perform well on natural language tasks, but their ability to learn structure…

cs.NE2018

Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning

Shuai Tang, Virginia R. de Sa

The encoder-decoder models for unsupervised sentence representation learning tend to discard the decoder after being trained on a large unlabelled corpus, since only the encoder is…

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