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Classification

TextClassifier

The TextClassifier is a Task for classifying text.

TextClassificationData

Data Module for text classification tasks.

classification.data.TextClassificationOutputTransform

classification.data.TextClassificationInputTransform

classification.data.TextDeserializer

classification.data.TextInput

classification.data.TextCSVInput

classification.data.TextJSONInput

classification.data.TextDataFrameInput

classification.data.TextParquetInput

classification.data.TextHuggingFaceDatasetInput

classification.data.TextListInput

Question Answering

QuestionAnsweringTask

The QuestionAnsweringTask is a Task for extractive question answering.

QuestionAnsweringData

Data module for QuestionAnswering task.

question_answering.data.QuestionAnsweringBackboneState

The QuestionAnsweringBackboneState stores the backbone in use by the QuestionAnsweringInputTransform

question_answering.data.QuestionAnsweringCSVInput

question_answering.data.QuestionAnsweringInput

question_answering.data.QuestionAnsweringDictionaryInput

question_answering.data.QuestionAnsweringFileInput

question_answering.data.QuestionAnsweringJSONInput

question_answering.data.QuestionAnsweringOutputTransform

question_answering.data.QuestionAnsweringInputTransform

question_answering.data.SQuADInput

Summarization

SummarizationTask

The SummarizationTask is a Task for Seq2Seq text summarization.

SummarizationData

seq2seq.summarization.data.SummarizationInputTransform

Translation

TranslationTask

The TranslationTask is a Task for Seq2Seq text translation.

TranslationData

Data module for Translation tasks.

seq2seq.translation.data.TranslationInputTransform

General Seq2Seq

Seq2SeqTask

General Task for Sequence2Sequence.

Seq2SeqData

Data module for Seq2Seq tasks.

seq2seq.core.data.Seq2SeqBackboneState

The Seq2SeqBackboneState stores the backbone in use by the Seq2SeqInputTransform

seq2seq.core.data.Seq2SeqCSVInput

seq2seq.core.data.Seq2SeqInput

seq2seq.core.data.Seq2SeqFileInput

seq2seq.core.data.Seq2SeqJSONInput

seq2seq.core.data.Seq2SeqOutputTransform

seq2seq.core.data.Seq2SeqInputTransform

seq2seq.core.data.Seq2SeqSentencesInput

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