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Natural Language Processing Review (Features for Text (Linguistic…
Natural Language Processing Review
Textual Data
Word
Lemmas & Stems
Lexical Resource
WordNet; FrameNet, VerbNet
Paraphrase Database
Texts: phrase, sentence, paragraph, document
Paird texts
Word In context
relation between two words
Features for Text
Bag of words
Weight
Term Frequency
Inverse Document Frequency
Window & Position
Linguistic Annotation
Part of Speech (POS)
Syntatic Chunk
consitituency or phrase-structure tree
Dependency Tree
Semantic Role
Anaphora Resolution or coreference resolution
NGram
Distributional features
clustering-based methods
embedding-based method