Natural Language Processing (NLP)

• Models
  • Punctuation and Capitalization Model
  • Token Classification (Named Entity Recognition) Model
  • Joint Intent and Slot Classification
  • Text Classification model
  • BERT
  • Language Modeling
  • Question Answering model
  • Dialogue State Tracking - SGD-QA Model
  • GLUE Benchmark
  • Information Retrieval
  • Entity Linking
  • Model NLP
  • Machine Translation Models
  • Text Normalization Models
• Megatron-LM for Downstream Tasks
  • Fine-tuning
  • BioMegatron
  • Model Parallelism
  • References
• NeMo NLP collection API
  • Model Classes
  • Modules

Example scripts for the NLP collection can be found under NeMo/example/nlp/.

NLP notebook-tutorials are located under NeMo/tutorials/nlp/. Most NeMo tutorials can be run on Google’s Colab.), with more details in the Tutorials section.