Statements (58)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Artificial_Intelligence
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Gensim
|
| gptkbp:analyzes |
gptkb:PCA
t-SNE |
| gptkbp:based_on |
distributional hypothesis
|
| gptkbp:collects |
word analogies
word similarities |
| gptkbp:developed_by |
gptkb:Job_Search_Engine
|
| gptkbp:has_variants |
Skip-gram
Continuous Bag of Words (CBOW) |
| https://www.w3.org/2000/01/rdf-schema#label |
Word2 Vec
|
| gptkbp:improves |
semantic similarity
|
| gptkbp:input_output |
vector representations of words
|
| gptkbp:introduced |
gptkb:2013
|
| gptkbp:is_challenged_by |
gptkb:BERT
gptkb:GPT contextual embeddings |
| gptkbp:is_evaluated_by |
extrinsic evaluation
intrinsic evaluation |
| gptkbp:is_implemented_in |
gptkb:Java
gptkb:C++ gptkb:Library |
| gptkbp:is_influenced_by |
deep learning
neural language models |
| gptkbp:is_open_source |
gptkb:theorem
|
| gptkbp:is_part_of |
gptkb:Gensim
gptkb:Graphics_Processing_Unit gptkb:Py_Torch |
| gptkbp:is_popular_in |
machine learning community
|
| gptkbp:is_related_to |
gptkb:Fast_Text
gptkb:Glo_Ve |
| gptkbp:is_scalable |
big data
|
| gptkbp:is_used_for |
natural language processing
|
| gptkbp:is_used_in |
machine translation
dialog systems knowledge graphs question answering search engines data mining sentiment analysis topic modeling chatbots information retrieval recommendation systems semantic search spam detection feature extraction text generation language modeling text summarization social media analysis text classification named entity recognition |
| gptkbp:provides |
word embeddings
|
| gptkbp:requires |
large datasets for training
|
| gptkbp:training |
large text corpora
|
| gptkbp:uses |
gptkb:microprocessor
|