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gptkbp:instanceOf
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gptkb:Statistical_Language_Model
|
|
gptkbp:alternativeTo
|
Neural Language Model
|
|
gptkbp:application
|
gptkb:Named_Entity_Recognition
gptkb:museum
gptkb:Text_Classification
gptkb:Dialogue_Systems
gptkb:Question_Answering
gptkb:Speech_Synthesis
gptkb:Text_Mining
gptkb:Optical_Character_Recognition
gptkb:Text_Summarization
Spelling Correction
Sentiment Analysis
Autocomplete
Text Generation
Topic Modeling
Part-of-Speech Tagging
Document Clustering
Grammar Checking
Keyword Extraction
Language Identification
Plagiarism Detection
Word Segmentation
|
|
gptkbp:basedOn
|
Markov Assumption
|
|
gptkbp:commonNValues
|
2
1
3
4
5
|
|
gptkbp:input
|
Text Corpus
|
|
gptkbp:introduced
|
gptkb:Claude_Shannon
|
|
gptkbp:introducedIn
|
1948
|
|
gptkbp:limitation
|
Data Sparsity
Context Limitation
|
|
gptkbp:output
|
gptkb:Probability_Distribution
|
|
gptkbp:predicts
|
Next Word Probability
|
|
gptkbp:relatedTo
|
gptkb:Hidden_Markov_Model
gptkb:Recurrent_Neural_Network
gptkb:Bag_of_Words_Model
|
|
gptkbp:smoothingTechniques
|
Good-Turing Smoothing
Kneser-Ney Smoothing
Laplace Smoothing
|
|
gptkbp:type
|
Probabilistic Model
|
|
gptkbp:usedIn
|
gptkb:Machine_Translation
gptkb:Natural_Language_Processing
gptkb:Speech_Recognition
Text Prediction
|
|
gptkbp:uses
|
N-gram
|
|
gptkbp:bfsParent
|
gptkb:Unigram_Language_Model
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
N-gram Language Model
|