Exploring Umass Cs685 F21 Advanced Nlp Knowledge Distillation

Exploring Umass Cs685 F21 Advanced Nlp Knowledge Distillation reveals several interesting facts.

  • language models, ngram models, perplexity slides: https://people.cs.
  • distillation
  • REALM, k-NN LM, do LMs use retrievals? slides: https://people.cs.
  • bertology, probe tasks, control probes slides: course schedule: https://people.cs.
  • representing images, multimodal transfer learning, visual question answering, image captioning, multimodal pretraining (VilBERT, ...

In-Depth Information on Umass Cs685 F21 Advanced Nlp Knowledge Distillation

Knowledge distillation course introduction, demos of multilingual language models, many-to-many machine translation, multilingual datasets, zero-shot transfer for low-resource ... neural language models, simple composition functions, recurrent neural networks slides: ...

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