textattack.constraints.semantics.sentence_encoders.universal_sentence_encoder package
Universal sentence encoder
multilingual universal sentence encoder
- class textattack.constraints.semantics.sentence_encoders.universal_sentence_encoder.multilingual_universal_sentence_encoder.MultilingualUniversalSentenceEncoder(threshold=0.8, large=False, metric='angular', **kwargs)[source]
Bases:
SentenceEncoder
Constraint using similarity between sentence encodings of x and x_adv where the text embeddings are created using the Multilingual Universal Sentence Encoder.
universal sentence encoder class
- class textattack.constraints.semantics.sentence_encoders.universal_sentence_encoder.universal_sentence_encoder.UniversalSentenceEncoder(threshold=0.8, large=False, metric='angular', **kwargs)[source]
Bases:
SentenceEncoder
Constraint using similarity between sentence encodings of x and x_adv where the text embeddings are created using the Universal Sentence Encoder.