Bag of Tricks for Efficient Text Classification
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:affiliation |
gptkb:Facebook_AI_Research
|
| gptkbp:arXivID |
1607.01759
|
| gptkbp:author |
gptkb:Tomas_Mikolov
gptkb:Armand_Joulin gptkb:Edouard_Grave gptkb:Piotr_Bojanowski |
| gptkbp:citation |
high
|
| gptkbp:contribution |
Introduced fastText for efficient text classification
|
| gptkbp:field |
gptkb:Text_Classification
gptkb:Natural_Language_Processing |
| gptkbp:focus |
Efficient and scalable text classification methods
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bag of Tricks for Efficient Text Classification
|
| gptkbp:impact |
Widely used in industry and academia
|
| gptkbp:language |
English
|
| gptkbp:method |
gptkb:fastText
Linear classifier with bag-of-words and n-gram features |
| gptkbp:openSource |
https://github.com/facebookresearch/fastText
|
| gptkbp:publicationYear |
2017
|
| gptkbp:publishedIn |
gptkb:EACL_2017
|
| gptkbp:url |
https://arxiv.org/abs/1607.01759
|
| gptkbp:bfsParent |
gptkb:fastText
gptkb:FastText |
| gptkbp:bfsLayer |
7
|