pyabsa.tasks.ABSAInstruction

Submodules

• pyabsa.tasks.ABSAInstruction.data_utils
• pyabsa.tasks.ABSAInstruction.dataset_list
• pyabsa.tasks.ABSAInstruction.instruction
• pyabsa.tasks.ABSAInstruction.model
• pyabsa.tasks.ABSAInstruction.multitask_train

Package Contents

Classes

ABSAGenerator
ACOSDatasetList	The following datasets are for aspect polarity classification task.
InstructDatasetLoader

class pyabsa.tasks.ABSAInstruction.ABSAGenerator(checkpoint)

Bases: T5Generator

class pyabsa.tasks.ABSAInstruction.ACOSDatasetList

Bases: list

The following datasets are for aspect polarity classification task. The datasets are collected from different sources, you can use the id to locate the dataset.

Laptop14

Restaurant14

Restaurant15

Restaurant16

Chinese_Zhang

Synthetic

class pyabsa.tasks.ABSAInstruction.InstructDatasetLoader(train_df_id, test_df_id, train_df_ood=None, test_df_ood=None, sample_size=1)

prepare_instruction_dataloader(df)

Prepare the data in the input format required.

create_datasets(tokenize_function)