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Module 08
NLP Applications
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Submodule 01Text Representation & Classical NLP0/7
Submodule 02Text Generation & NLP Evaluation0/17
- 1GPT-2 Text GenerationHard
- 2Implementing ROUGE ScoreconceptMed.
- 3Translation Quality with METEOR ScoreconceptMed.
- 4Multi-class Cross-Entropy LossEasy
- 5BLEU Score for Text GenerationconceptMed.
- 6Beam Search DecodingMed.
- 7Combined Token Sampling Pipeline (Temperature + Top-k + Top-p)Hard
- 8Top-p (Nucleus) SamplingMed.
- 9Temperature SamplingconceptMed.
- 10Exact Match Score with NormalizationconceptMed.
- 11Pass@k and Majority Voting Evaluation MetricsMed.
- 12Boxed Answer Extraction for Math BenchmarksconceptMed.
- 13Code Execution Verifier for Programming BenchmarksMed.
- 14Detecting Benchmark Contamination in Training DataHard
- 15Math Answer Verification with Equivalence CheckingconceptMed.
- 16MMLU Letter-Matching EvaluationconceptMed.
- 17MMLU Log-Probability ScoringconceptMed.