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COMP61332 - Text Mining

This class was created by Brainscape user Anna L. Visit their profile to learn more about the creator.

By: Anna L
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Decks in this class (16)

Intro To NLP
What is nlp,
What subject areas does nlp combi...,
What is the main challenge of nlp
18  cards
Sentence Segmentation
Describe the task of sentence seg...,
Describe the ambiguity problem in...,
Describe the approaches to senten...
6  cards
Tokenisation
Describe the task of tokenisation,
What is the initial approach to t...,
Where does ambiguity come from in...
7  cards
Annotation Formats
Why do we need use annotation for...,
What are annotations,
What is important when creating a...
14  cards
POS Tagging
What are pos tags,
What different tagsets are there,
What are the pros and cons of the...
25  cards
Syntactic Parsing - Dependency Structures
What 2 ways can syntactic ambigui...,
What is a dependency,
What is the head and what is the ...
38  cards
Syntactic Parsing - Phrase Structures
Can all parsers do phrase structure,
What do phrase structure trees show,
What types of phrase are there
11  cards
Relation Extraction
What is relation extraction,
What are the three main relations...,
How can we approach relation extr...
12  cards
Distributional Semantics
How do we learn new words,
What is the distributional hypoth...,
In distributional semantics we wa...
7  cards
Word Embeddings
How does a count based word embed...,
What do we get if we read a term ...,
What do we get if we read a term ...
21  cards
Word Sense Disambiguation
Where can we get a list of all th...,
What is a supersense,
What is a sense relation
18  cards
Deep Learning
How can we use deep learning for nlp,
How can use use time series for nlp,
What tasks can we perform using d...
31  cards
Named Entity Recognition
What is a named entity,
How long is an entity mention,
What are the possible approaches ...
29  cards
Named Entity Linking
Why is nel important as well as ner,
What is a key resource to be able...,
What are some key knowledge bases...
15  cards
Performance Evaluation
What types of evaluation are there 3,
What is performance evaluation 3,
Key points about gold standard da...
24  cards
Social Media Analytics
What is sma,
What is structured data,
What s is unstructured data
5  cards

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COMP61332 - Text Mining

  • Class purpose General learning

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