This class was created by Brainscape user Ben Boyce. Visit their profile to learn more about the creator.
By:
Ben Boyce
- decks
- flashcards
- learners
Decks in this class (20)
History of NLP
What were the foundations of nlp ...,
What were the symbolic approaches...,
What were the stochastic approach...
7
cards
Words
What are some problems with natur...,
What types of texts exist 2,
What is a sentence 3
35
cards
Regular Expressions
What is a regular expression 1,
How do you match characters in re...,
What do square brackets indicate ...
24
cards
Evaluation and Linguistic Resources
What are extrinsic evalutations 1,
What is intrinsic evaluation 2,
How does classic ai differ from m...
17
cards
Language Modelling
What is a language model 1,
What is the most basic of languag...,
What can n gram models be used to 3
35
cards
POS
What does pos stand for 1,
How did pos originate 2,
What can pos also be called 3
31
cards
NER
What does ner stand for 1,
What is a named entity 2,
What is named entity recognition 3
38
cards
Lexical And Vector Semantics
Semantics 1,
Lexical semantics 2,
Word lemma 3
42
cards
Word2Vec
Is word2vec a dense or sparse emb...,
Are dense or sparse embeddings be...,
What does static embedding mean 3
28
cards
RNNs
How do hidden markov models input...,
What are some limits around state...,
What is the workaround to sentenc...
28
cards
Sequence Processing, Transformers and Attention
What does lstm stand for 1,
Why is long distant information c...,
What is an issue of using rnns 3
36
cards
Machine Translation and Encoder-Decoder Models
What is machine translation 1,
What machine translation models e...,
What type of task is machine tran...
43
cards
Constituency Grammars
What does syntax mean 1,
What does syntactic consistency m...,
How do we form constituents 3
45
cards
Syntactic Parsing
What is syntactic parsing 1,
What are two parsing structures 2,
What is the biggest challenge to ...
26
cards
Dependency Parsing
What is a dependency grammar 1,
What type of word order to depend...,
What do the edges and nodes repre...
42
cards
Word Senses and WordNet
What is a word sense 1,
How is a sense defined 2,
What is a synonym 3
23
cards
Information Extraction
What is information extraction 1,
What is relation extraction re 2,
What can be used to encode relati...
44
cards
Semantic Role Labelling
What is a semantic role 1,
What are some semantic role datas...,
What is semantic role labelling 3
28
cards
Question Answering
What is ir based qa 1,
What is knowledge based qa 2,
What are some other types of qa 3
24
cards
NLP Tips and Tricks
How does the softmax classifier w...,
What is the input and output for ...,
What is the size of the softmax w...
12
cards
More about
NLP
- Class purpose General learning
Learn faster with Brainscape on your web, iPhone, or Android device. Study Ben Boyce's NLP flashcards now!
How studying works.
Brainscape's adaptive web mobile flashcards system will drill you on your weaknesses, using a pattern guaranteed to help you learn more in less time.
Add your own flashcards.
Either request "Edit" access from the author, or make a copy of the class to edit as your own. And you can always create a totally new class of your own too!
What's Brainscape anyway?
Brainscape is a digital flashcards platform where you can find, create, share, and study any subject on the planet.
We use an adaptive study algorithm that is proven to help you learn faster and remember longer....
Looking for something else?
NLP Coding
- 18 decks
- 901 flashcards
- 56 learners
Decks:
Wikibooks Python 1, Codecademy Python 1, Hackerrank Python, And more!
NLP
- 12 decks
- 168 flashcards
- 5 learners
Decks:
Nlp Basics, Foundations Of Text Classification, Ir Introduction Evaluation, And more!
