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Kristi Herman
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Decks in this class (13)
NLP Basics
What is nlp 1,
What do we mean by natural langua...,
What are the two sides of nlp 3
21
cards
Levels of Analysis in NLP
What are the levels of language 1,
In nlp the levels are 2,
What is lexical analysis 3
34
cards
Trade Offs
What is shallow vs deep nlp 1,
What is statistical vs symbolic 2,
What is feature engineering vs fe...
12
cards
Working in NLP
Nlp and data science 1,
Job roles that utilize nlp 2,
Sectors that utilize nlp 3
5
cards
Low-Level Analysis
Text preprocessing 1,
Sentence segmentation 2,
Word tokenization 3
15
cards
Lexical Knowledge Bases
What is a lexicon 1,
What is a lexical knowledge base 2,
What is a hyponym hypernym relati...
18
cards
Syntactic Analysis: POS-Tagging
Pos tagging 1,
Using pos tags 2,
Type vs token 3
13
cards
Syntactic Analysis: Parsing
Shallow parsing aka light parsing...,
Why chunk 2,
User generated content ugc 3
13
cards
Semantic Analysis
Types of semantic similarity 1,
Word similarity 2,
Dependent word probabilities 3
18
cards
Semantic Analysis - Document Clustering
Document clustering 1,
Classification 2,
Methods of clustering 3
13
cards
Semantic Analysis - Text Classification
Types of classification 1,
Subject based classifiction 2,
Naive bayes models 3
15
cards
Semantic Analysis: Topic Modeling
Topic modeling paradigms machine ...,
Canonical topic modeling 2,
Organic topic modeling 3
14
cards
Sentiment Analysis: Sentiment and Rhetoric
Sentiment analysis sa 1,
Sentiment scoring 2,
Two approaches to sentiment 3
17
cards
More about
NLP
- Class purpose General learning
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