This class was created by Brainscape user Anne Jiao. Visit their profile to learn more about the creator.
By:
Anne Jiao
- decks
- flashcards
- learners
Decks in this class (14)
w1 L2 the nlp pipeline and tokenization
*note lecture 1 is just an intro and nothing too important is covered
6
cards
w2 L1 information retrival
Why do llm rely on statstical met...,
What is a webcrawler,
What is a search index
14
cards
w2 L2 information retrival
What is term frequency and why is...,
If all of your documents contain ...,
What and why is inverse document ...
10
cards
W3 L1 Information extraction
Why information extraction,
What are some challenges with ext...,
Does the order of words matter in...
14
cards
w3 part 2 information extraction vertabi algorithm
What is the output independence a...,
Problem on that one paper to dete...,
What is bayes theorem
7
cards
W4 L1 syntactic analysis
How do pos act as equivalence cla...,
Heres an example of a group of wo...,
What are noun phrases
32
cards
W4 L2
What is lexical semantics,
Does a word always have the same ...,
Homonymy
37
cards
W5 L1 meaning representation
What are valence for connotation,
What is arousal for word connotation,
What is dominance for word connot...
25
cards
W5 L2 distrubutional semantics
Watch a video on what feedforward...,
Watch a video on binary logsitc r...,
Watch video
37
cards
w7 l1 deep learning nlp
What are some problems with forwa...,
Whats an altertiative to fnns,
What is the key difference betwee...
6
cards
w7 l2 sequence labeling
What are named entity recognition,
What is do we use for ner,
What is a weakness of genrative h...
8
cards
w8l1 sequence to sequence
What are sequence to sequence models,
Neural machine translation,
What would the formula look like ...
10
cards
w8l2
What is the core idea of beam search,
What is beam search stoping criteria,
What is attention input
11
cards
w 10l1 large language models
What is the pretrain fine tune pr...,
What is the pretrain fine tune pa...,
Will language modeling lead to bias
7
cards
More about
nlp real
- Class purpose General learning
Learn faster with Brainscape on your web, iPhone, or Android device. Study Anne Jiao's nlp real 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
- 20 decks
- 608 flashcards
- 41 learners
Decks:
History Of Nlp, Words, Regular Expressions, And more!
NLP Coding
- 18 decks
- 901 flashcards
- 50 learners
Decks:
Wikibooks Python 1, Codecademy Python 1, Hackerrank Python, And more!
