Natural Language Processing
From tokens and TF-IDF to attention, transformers and decoding
25 cards · first 3 free · flip each card to test yourself
04
Bag of Words
PixelBank Premium
05
TF-IDF
PixelBank Premium
06
N-grams & Statistical Language Models
PixelBank Premium
07
Word2Vec
PixelBank Premium
08
GloVe & Count-Based Embeddings
PixelBank Premium
09
Subword Embeddings & OOV
PixelBank Premium
10
Recurrent Neural Networks
PixelBank Premium
11
LSTM & GRU
PixelBank Premium
12
Seq2Seq & the Bottleneck
PixelBank Premium
13
Attention
PixelBank Premium
14
Self-Attention
PixelBank Premium
15
Multi-Head Attention
PixelBank Premium
16
Positional Encoding
PixelBank Premium
17
The Transformer Block
PixelBank Premium
18
Language Modelling & Perplexity
PixelBank Premium
19
Masked vs Causal Language Modelling
PixelBank Premium
20
Text Classification & Fine-Tuning
PixelBank Premium
21
Named Entity Recognition & BIO Tagging
PixelBank Premium
22
Machine Translation & BLEU
PixelBank Premium
23
Dense Retrieval & Question Answering
PixelBank Premium
24
Decoding Strategies
PixelBank Premium
25
Summarization & ROUGE
PixelBank Premium