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Natural Language Processing

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

By: Alberto U.
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Decks in this class (12)

Natural language processing: An unexpected journey
What is natural language processi...,
Why is natural language processin...,
Zipf s law and herdan s law 3
7  cards
Essentials of linguistics
What is linguistics 1,
Phonology and morphology 2,
Morphologically rich languages mr...
13  cards
Text normalization
Text normalization on what it dep...,
Text normalization contraction pu...,
Tokenization and groups of techni...
9  cards
Words and meaning
Lemma 1,
Hyponym 2,
Distributional semantics basic id...
16  cards
Language models
Language modeling and problem for...,
Language models as generative mod...,
Probability of a sequence of word...
24  cards
Contextualized Word Embeddings
Static embeddings vs contextualiz...,
How can we learn to represent wor...,
Elmo embeddings from language mod...
11  cards
Part-of-Speech Tagging
Tagset 1,
Pos tags open class vs closed cla...,
Pos tagging task intro 3
23  cards
Phrase-Structure Parsing
Syntactic analysis constituents a...,
Types of constituents 2,
Phrase structure on what it depen...
13  cards
Dependency Parsing
Dependency parsing 1,
Grammatical functions 2 types 2,
Universal dependencies ud 3
16  cards
Machine Translation
Word ordering and subject verb ob...,
Word alignment spurious words 2,
Statistical machine translation s...
13  cards
Question Answering
Question answering qa main focus 1,
Question answering qa 2 paradigms 2,
Text based qa steps 3
10  cards
Dialogue Systems
Dialog speech acts 1,
Dialogue systems grounding 2,
Chatbots main classes 3
15  cards

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Natural Language Processing

  • Class purpose General learning

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