pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference

Module Contents

Classes

InputExample

A single training_tutorials/test example for simple sequence classification.

InputFeatures

A single set of features of raw_data.

ATEPCProcessor

Processor for the CoNLL-2003 raw_data set.

Functions

parse_example(example)

parse_examples(examples)

convert_ate_examples_to_features(examples, label_list, ...)

Loads a raw_data file into a list of `InputBatch`s.

convert_apc_examples_to_features(examples, label_list, ...)

Loads a raw_data file into a list of `InputBatch`s.
class pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputExample(guid, text_a, text_b=None, IOB_label=None, aspect_label=None, polarity=None)[source]

Bases: object

A single training_tutorials/test example for simple sequence classification.

class pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures(input_ids_spc, input_mask, segment_ids, label_id, aspect=None, positions=None, polarity=None, valid_ids=None, label_mask=None, tokens=None, lcf_cdm_vec=None, lcf_cdw_vec=None)[source]

Bases: object

A single set of features of raw_data.

pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.parse_example(example)[source]
pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.parse_examples(examples)[source]
class pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor(tokenizer)[source]

Processor for the CoNLL-2003 raw_data set.

get_examples_for_aspect_extraction(examples)[source]

See base class.

get_examples_for_sentiment_classification(extraction_result)[source]

See base class.

get_labels()[source]
_create_examples(lines)[source]
pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.convert_ate_examples_to_features(examples, label_list, max_seq_len, tokenizer, config=None)[source]

Loads a raw_data file into a list of `InputBatch`s.

pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.convert_apc_examples_to_features(examples, label_list, max_seq_len, tokenizer, config=None)[source]

Loads a raw_data file into a list of `InputBatch`s.