Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
text representation model
|
| gptkbp:alternativeTo |
gptkb:TF-IDF
word embeddings |
| gptkbp:appliesTo |
topic modeling
sentiment analysis document classification |
| gptkbp:capturedBy |
word frequency
|
| gptkbp:featureType |
sparse vector
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bag-of-words model
|
| gptkbp:ignores |
gptkb:syntax
word order |
| gptkbp:input |
tokenized text
|
| gptkbp:limitation |
does not capture context
does not capture semantics |
| gptkbp:originatedIn |
information retrieval
|
| gptkbp:relatedTo |
vector space model
n-gram model |
| gptkbp:represents |
text as unordered collection of words
|
| gptkbp:usedIn |
gptkb:machine_learning
information retrieval natural language processing |
| gptkbp:bfsParent |
gptkb:Multinomial_distribution
gptkb:Vector_Space_Model |
| gptkbp:bfsLayer |
7
|