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NLP 2: Applications — all 15 problems
Sequence processing, text classification, and named entity recognition.
Named Entity Recognition
Simple Entity Tagger
Easy
BIO Entity Span Extractor
Easy
BIO Tag Converter
Easy
Entity Span Extractor
Medium
NER F1 Calculator
Medium
Sequence Processing
Sequence Padder
Easy
One-Hot Sequence Encoder
Easy
Sequence Padding
Easy
RNN Forward Pass
Medium
Attention Weights
Medium
Text Classification
Keyword Classifier
Easy
Sentiment Word Counter
Easy
Sentiment Scorer
Easy
Naive Bayes Classifier
Medium
Text Feature Extractor
Medium
