Fast Text

GPTKB entity

Statements (53)
Predicate Object
gptkbp:instance_of gptkb:language
gptkbp:bfsLayer 4
gptkbp:bfsParent gptkb:Gensim
gptkbp:application information retrieval
language identification
text classification
semantic similarity
gptkbp:community_support active community
gptkbp:developed_by gptkb:Facebook_AI_Research
gptkbp:features efficient memory usage
out-of-vocabulary handling
fast training
pre-trained vectors
https://www.w3.org/2000/01/rdf-schema#label Fast Text
gptkbp:input_output gptkb:poet
binary
text data
embeddings
sentence vectors
text corpus
word vectors
gptkbp:is_evaluated_by gptkb:municipality
F1 score
accuracy
precision
gptkbp:language gptkb:C++
gptkb:Library
gptkbp:license MIT License
gptkbp:platform gptkb:smartphone
gptkb:operating_system
gptkbp:related_model supervised
unsupervised
gptkbp:related_to gptkb:software_framework
gptkb:NLP
gptkb:Glo_Ve
deep learning
word2vec
gptkbp:release_date gptkb:2016
gptkbp:repository gptkb:archive
gptkbp:supports multiple languages
gptkbp:training cbow
skip-gram
gptkbp:use_case gptkb:computer
search engines
sentiment analysis
topic modeling
chatbots
recommendation systems
spam detection
customer feedback analysis
text summarization
social media analysis
gptkbp:uses subword information