|---| | [ View source on GitHub](https://github.com/tensorflow/models/blob/v2.20.0/official/nlp/tasks/__init__.py) | TensorFlow Models NLP Tasks. ## Classes [`class ElectraPretrainConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/ElectraPretrainConfig): The model config. [`class ElectraPretrainTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/ElectraPretrainTask): ELECTRA Pretrain Task (Masked LM + Replaced Token Detection). [`class MaskedLMConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/MaskedLMConfig): The model config. [`class MaskedLMTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/MaskedLMTask): Task object for Mask language modeling. [`class QuestionAnsweringConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/QuestionAnsweringConfig): The model config. [`class QuestionAnsweringTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/QuestionAnsweringTask): Task object for question answering. [`class SentencePredictionConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/SentencePredictionConfig): The model config. [`class SentencePredictionTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/SentencePredictionTask): Task object for sentence_prediction. [`class TaggingConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/TaggingConfig): The model config. [`class TaggingTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/TaggingTask): Task object for tagging (e.g., NER or POS). [`class TranslationConfig`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/TranslationConfig): The translation task config. [`class TranslationTask`](https://www.tensorflow.org/api_docs/python/tfm/nlp/tasks/TranslationTask): A single-replica view of training procedure.