N-gram Language Model

GPTKB entity

Statements (51)
Predicate Object
gptkbp:instanceOf 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
https://www.w3.org/2000/01/rdf-schema#label N-gram Language Model
gptkbp:input Text Corpus
gptkbp:introduced gptkb:Claude_Shannon
gptkbp:introducedIn 1948
gptkbp:limitation Data Sparsity
Context Limitation
gptkbp:output 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