M
Mario Guajardo-Cespedes
Publications - 2
Citations - 2135
Mario Guajardo-Cespedes is an academic researcher. The author has contributed to research in topics: Transfer of learning & Word embedding. The author has an hindex of 2, co-authored 2 publications receiving 1409 citations.
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Universal Sentence Encoder
Daniel Cer,Yinfei Yang,Sheng-yi Kong,Nan Hua,Nicole Lyn Untalan Limtiaco,Rhomni St. John,Noah Constant,Mario Guajardo-Cespedes,Steve Yuan,Chris Tar,Yun-Hsuan Sung,Brian Strope,Ray Kurzweil +12 more
TL;DR: It is found that transfer learning using sentence embeddings tends to outperform word level transfer with surprisingly good performance with minimal amounts of supervised training data for a transfer task.
Proceedings ArticleDOI
Universal Sentence Encoder for English
Daniel Cer,Yinfei Yang,Sheng-yi Kong,Nan Hua,Nicole Lyn Untalan Limtiaco,Rhomni St. John,Noah Constant,Mario Guajardo-Cespedes,Steve Yuan,Chris Tar,Brian Strope,Ray Kurzweil +11 more
TL;DR: Transfer learning using sentence-level embeddings is shown to outperform models without transfer learning and often those that use only word-level transfer.