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NLP 3: Advanced — all 20 problems
Language modeling, machine translation, question answering, and text generation.
Language Modeling
Bigram Probability Calculator
Easy
Next Word Predictor
Easy
N-Gram Language Model
Medium
Perplexity Calculator
Medium
Text Generator
Hard
Machine Translation
Word-Level Translator
Easy
Levenshtein Distance
Easy
BLEU Score
Medium
Edit Distance
Medium
Beam Search Decoder
Hard
Question Answering
Keyword Answer Extractor
Easy
Context Window Finder
Easy
Context Window Extractor
Easy
Answer Span Scorer
Medium
Text Generation & Advanced
ROUGE-1 Score Calculator
Easy
Temperature Sampler
Easy
ROUGE Score
Medium
Temperature Sampling
Medium
Extractive Summarizer
Medium
Nucleus Sampling
Hard
