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Text Mining - Coggle Diagram
Text Mining
Basic Procedure
Syntax
Parsing
CYK Algorithm
Graph Parsing
Morphological and Lexical
Task
Part-of-Speech tagging
iOB1 Tagging
NER Analysis
Co-refence
Dependencies tree
Analysis Procedure
Tokenizing
Unsupervised Tokenizer
L-Tokenizer
Max Score Tokenizer
Regex Tokenizer
Subword Tokenizer
Unsupervised Noun Tokenizer
Cohesion Score
Branching Entropy
Accessor Variety
Sentence splitting
Morphological analysis
Folding
Stemming
Porter
Lancaster
Lemmatization
Part of speech tagging
Dictionary based
Morpheme based
Stop word removal
Graph
Ranking Algorithm
HITS
PageRank
Word Rank
Text Rank
Similarity
RWR
SimRank
Document
Embedding
DocVec
Bag of words model
Term vector Representation
TFf-IDF
Distance and Similarity
Euclidean
Cosine
Classification
Decision Tree
Support Vector Machine
Naive Bayes classififier
LASSO Regression
Logistic Regression
Clustering
K-Means
GMM
Bayesion
Hierarchical Clustering
DBSCAN
String Distance
Cosine
Jaccard
Levenshitein
Word Embedding
Character Embedding
Topic Modeling
NMF
Latent Dirichlet Allocation
Dirichlet
Gibbs Sampling
Sparse Coding
One hot Representation
Curse of dimension
Distributed representation
Co-Occurrences
Word2Vec
Glove
FastText
Co-Occurrences
Implicit Matrix Factorization
PMI
PPMI
Positive PMI
Shifted PPMI
NLP Basic Hypothesis
VSMs
Distributional Hypothesis
Statistical semantics Hypothesis
Bag of words hypothesis
Representation
Term-Document Matrix
word Context matrix
Pair-Pattern matrix
Latent Relation Hypothesis
Sequential labeling
HMM
Markov Assumption
Emission Probability
Transition Probability
Maximum entropy model
Maximum Entropy Markov Model
Condition Random Field
Lable Bias
RNN