Index

A

add_prefix() (KnowledgeableVerbalizer static method) (ManualVerbalizer static method) (One2oneVerbalizer static method) (SoftVerbalizer static method)

aggregate() (KnowledgeableVerbalizer method) (ManualVerbalizer method) (Verbalizer static method), [1] AgnewsProcessor (class in openprompt.data_utils.text_classification_dataset) AutomaticVerbalizer (class in openprompt.prompts.automatic_verbalizer)

C

calibrate() (in module openprompt.utils.calibrate) (ManualVerbalizer method) (One2oneVerbalizer method)

ClassificationRunner (class in openprompt.trainer) configure_loss_function() (ClassificationRunner method) convert_template() (TemplateGenerator method)

D

DataProcessor (class in openprompt.data_utils.data_processor) DBpediaProcessor (class in openprompt.data_utils.text_classification_dataset) deparallelize() (PromptForClassification method) (PromptForGeneration method)

device (PromptForClassification property) (TemplateGenerator property)

E

extract_at_mask() (PromptForClassification method)

F

FewNERDProcessor (class in openprompt.data_utils.typing_dataset) FewShotSampler (class in openprompt.data_utils.data_sampler) forward() (PromptForClassification method) (PromptForGeneration method) (PromptModel method) from_config() (Template class method), [1], [2] (TemplateGenerator class method) (Verbalizer class method), [1] (VerbalizerGenerator class method)

from_file() (AutomaticVerbalizer method) (Template method), [1], [2] (Verbalizer method), [1]

G

gather_outputs() (SoftVerbalizer method) (Verbalizer method), [1] generate() (PromptForGeneration method) (TemplateGenerator method) (VerbalizerGenerator method) generate_parameters() (KnowledgeableVerbalizer method) (ManualVerbalizer method) (One2oneVerbalizer method) (PrefixTuningTemplate method) (PtuningTemplate method) (SoftVerbalizer method) (Verbalizer method), [1] GenerationRunner (class in openprompt.trainer) GenerationVerbalizer (class in openprompt.prompts.generation_verbalizer) get_default_loss_ids() (Template method), [1], [2] get_default_shortenable_ids() (Template method), [1], [2] get_default_soft_token_ids() (MixedTemplate method) (Template method), [1], [2]

get_dev_examples() (DataProcessor method) get_examples() (AgnewsProcessor method) (DataProcessor method) (DBpediaProcessor method) (ImdbProcessor method) (SST2Processor method) (WebNLGProcessor method) get_label_id() (DataProcessor method) get_labels() (DataProcessor method) get_num_labels() (DataProcessor method) get_part_token_id() (T5TemplateGenerator method) (TemplateGenerator method) get_test_examples() (DataProcessor method) get_train_examples() (DataProcessor method) get_unlabeled_examples() (DataProcessor method) group_parameters_1 (SoftVerbalizer property) group_parameters_2 (SoftVerbalizer property)

H

handle_multi_token() (Verbalizer method), [1]

I

ImdbProcessor (class in openprompt.data_utils.text_classification_dataset) incorporate_text_example() (Template method), [1]

invalid_label_word() (RobertaVerbalizerGenerator method) (VerbalizerGenerator method)

K

KnowledgeableVerbalizer (class in openprompt.prompts.knowledgeable_verbalizer)

L

label_words (Verbalizer property), [1]

LMBFFClassificationRunner (class in openprompt.lm_bff_trainer)

M

ManualTemplate (class in openprompt.prompts.manual_template) ManualVerbalizer (class in openprompt.prompts.manual_verbalizer) MixedTemplate (class in openprompt.prompts.mixed_template)

module openprompt.prompt_base openprompt.utils.calibrate

N

normalize() (ManualVerbalizer method) (One2oneVerbalizer method) (Verbalizer method), [1]

O

on_fit_start() (ClassificationRunner method) on_label_words_set() (GenerationVerbalizer method) (KnowledgeableVerbalizer method) (ManualVerbalizer method) (One2oneVerbalizer method) (PTRVerbalizer method) (SoftVerbalizer method) (Verbalizer method), [1] on_text_set() (ManualTemplate method) (MixedTemplate method) (PrefixTuningTemplate method) (PtuningTemplate method) (Template method), [1], [2]

One2oneVerbalizer (class in openprompt.prompts.one2one_verbalizer) openprompt.prompt_base module openprompt.utils.calibrate module optimize_to_initialize() (AutomaticVerbalizer method)

P

parallelize() (PromptForClassification method) (PromptForGeneration method) parse_text() (Template method), [1] post_process() (RobertaVerbalizerGenerator method) (VerbalizerGenerator method) post_processing() (PromptForGeneration method) post_processing_outputs() (Template method), [1], [2] PrefixTuningTemplate (class in openprompt.prompts.prefix_tuning_template) prepare() (MixedTemplate method) prepare_inputs_for_generation() (PromptForGeneration method) prepare_model_inputs() (PromptModel method) process_batch() (MixedTemplate method) (PrefixTuningTemplate method) (PtuningTemplate method) (Template method), [1], [2] process_hiddens() (SoftVerbalizer method)

process_logits() (ManualVerbalizer method) (One2oneVerbalizer method) (PTRVerbalizer method) process_outputs() (SoftVerbalizer method) (Verbalizer method), [1] project() (AutomaticVerbalizer method) (KnowledgeableVerbalizer method) (ManualVerbalizer method) (One2oneVerbalizer method) (Verbalizer method), [1] PromptDataLoader (class in openprompt.pipeline_base) PromptForClassification (class in openprompt.pipeline_base) PromptForGeneration (class in openprompt.pipeline_base) PromptModel (class in openprompt.pipeline_base) PTRTemplate (class in openprompt.prompts.ptr_prompts) PTRVerbalizer (class in openprompt.prompts.ptr_prompts) PtuningTemplate (class in openprompt.prompts.ptuning_prompts)

R

register_buffer() (AutomaticVerbalizer method) register_calibrate_logits() (KnowledgeableVerbalizer method) (Verbalizer method), [1]

registered_inputflag_names (Template attribute), [1] ReTACREDProcessor (class in openprompt.data_utils.relation_classification_dataset) RobertaVerbalizerGenerator (class in openprompt.prompts) run() (LMBFFClassificationRunner method)

S

safe_on_label_words_set() (Verbalizer method) safe_on_text_set() (Template method), [1], [2] sample_per_label() (FewShotSampler method) sample_total() (FewShotSampler method) save() (Template method), [1], [2]

SemEvalProcessor (class in openprompt.data_utils.relation_classification_dataset) shift_logits_and_labels() (PromptForGeneration method) SNLIProcessor (class in openprompt.data_utils.nli_dataset) SoftVerbalizer (class in openprompt.prompts.soft_verbalizer) SST2Processor (class in openprompt.data_utils.text_classification_dataset)

T

T5TemplateGenerator (class in openprompt.prompts) TACREDProcessor (class in openprompt.data_utils.relation_classification_dataset) TACREVProcessor (class in openprompt.data_utils.relation_classification_dataset) Template (class in openprompt.prompt_base), [1], [2] TemplateGenerator (class in openprompt.prompts)

text (Template property), [1] tokenize() (PromptDataLoader method) tokenizer (PromptForClassification property) train() (PromptModel method) training (Template attribute), [1] (Verbalizer attribute)

V

Verbalizer (class in openprompt.prompt_base), [1] VerbalizerGenerator (class in openprompt.prompts)

vocab (Verbalizer property) vocab_size (Verbalizer property)

W

WebNLGProcessor (class in openprompt.data_utils.conditional_generation_dataset) wrap() (PromptDataLoader method)

wrap_one_example() (GenerationVerbalizer method) (PrefixTuningTemplate method) (Template method), [1], [2]