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Table 3 Sentence embedding models’ architecture and objectives

From: Semantic embeddings of generic objects for zero-shot learning

Model

Architecture

Objective

Infersent [29]

RNN

SNLI

DictRep [30]

BoW

Word embedding regression

CapRep [30]

BoW

Image captioning

Sent2Vec [31]

BoW

Intra

SkipThought [32]

RNN

Inter

FastSent [33]

BoW

Inter