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cs685 advanced nlp

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  1. UMass CS685 (Advanced NLP) F20: Paraphrase generationUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  2. UMass CS685 (Advanced NLP) F20: Text generation decoding and evaluationUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  3. UMass CS685 (Advanced NLP) F20: Scaling up language modeling & GPT-3UMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  4. UMass CS685 (Advanced NLP) F20: Better BERTsUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  5. UMass CS685 (Advanced NLP) F20: Question answeringUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  6. UMass CS685 (Advanced NLP) F20: BERTUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  7. UMass CS685 (Advanced NLP) F20: Transfer learning for NLPUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  8. UMass CS685 (Advanced NLP) F20: Transformers and sequence-to-sequence modelsUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  9. UMass CS685 (Advanced NLP) F20: Attention mechanismsUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes
  10. UMass CS685 (Advanced NLP) F20: Implementing a neural language model in PyTorchUMass CS685: Advanced Natural Language Processing (Fall 2020)Notes

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