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Classification

TextClassifier

The TextClassifier is a Task for classifying text.

TextClassificationData

The TextClassificationData class is a DataModule with a set of classmethods for loading data for text classification.

classification.input.TextClassificationInput

classification.input.TextClassificationCSVInput

classification.input.TextClassificationJSONInput

classification.input.TextClassificationDataFrameInput

classification.input.TextClassificationParquetInput

classification.input.TextClassificationListInput

Embedding

TextEmbedder

The TextEmbedder is a Task for generating sentence embeddings, training and validation.

Question Answering

QuestionAnsweringTask

The QuestionAnsweringTask is a Task for extractive question answering.

QuestionAnsweringData

The QuestionAnsweringData class is a DataModule with a set of classmethods for loading data for extractive question answering.

question_answering.input.QuestionAnsweringInputBase

question_answering.input.QuestionAnsweringCSVInput

question_answering.input.QuestionAnsweringJSONInput

question_answering.input.QuestionAnsweringSQuADInput

question_answering.input.QuestionAnsweringDictionaryInput

question_answering.output_transform.QuestionAnsweringOutputTransform

Summarization

SummarizationTask

The SummarizationTask is a Task for Seq2Seq text summarization.

SummarizationData

The SummarizationData class is a DataModule with a set of classmethods for loading data for text summarization.

Translation

TranslationTask

The TranslationTask is a Task for Seq2Seq text translation.

TranslationData

The TranslationData class is a DataModule with a set of classmethods for loading data for text translation.

General Seq2Seq

Seq2SeqTask

General Task for Sequence2Sequence.

seq2seq.core.input.Seq2SeqInputBase

seq2seq.core.input.Seq2SeqCSVInput

seq2seq.core.input.Seq2SeqJSONInput

seq2seq.core.input.Seq2SeqListInput

flash.text.input

input.TextDeserializer

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