Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
text representation model
|
| gptkbp:alternativeTo |
word embeddings
neural language models |
| https://www.w3.org/2000/01/rdf-schema#label |
Bag of Words model
|
| gptkbp:ignores |
gptkb:syntax
word order |
| gptkbp:limitation |
high dimensionality
loss of context |
| gptkbp:numberOfRooms |
word frequency
|
| gptkbp:output |
vector of word counts
|
| gptkbp:relatedTo |
gptkb:TF-IDF
n-gram model |
| gptkbp:represents |
text as a collection of words
|
| gptkbp:usedIn |
gptkb:machine_learning
information retrieval natural language processing |
| gptkbp:bfsParent |
gptkb:Bag_of_Visual_Words
|
| gptkbp:bfsLayer |
7
|