Represents a span (entity-mention) of text in a document, `Doc`.

This class represents a token used to produce tensors for a forward pass of a nn. The `acc_sum` is used for mean pooling contiguous token for

Represents part of a document (`Doc`) that fits in single pass of a transformer model (< max_seq_len) as a singleton batch. If the document i

Represents the tensors for a list/batch of `BatchElement` that have been collated (vertically stacking in dim=1). Equivalent to `BatchElement

Infix operators. The calling sequence for the infix is: x |op| y

Batch element as a tuple of tensors. This tuple is for a single `BatchElement`.

An extraction task on a article.

Result of RefinedModel(nn.Module).

Fixed text of template

This is a dataset reader for Wikipedia links dataset. It is a torch iterable dataset because it is too large to hold in memory. The datas

Handles resolving the string of a date mention to an instance of the Date class

Standard (go-to) dataset.

One copy in each Extractor. @see https://doc.wikimedia.org/mediawiki-core/master/php/MagicWord_8php_source.html

Synchronous generation of next available file name.

File-like object, that splits output to multiple files of a given max size.

Implementation of Preprocessor that uses memmaped objects and only contains data needed for inference. See `Preprocessor` for additional docu

This class provides methods to process text. It wraps around document preprocessor and the ReFinED model class.

Model for MD, ET, ED built on top of a transformer.

For Span instances which have been identified by the MD layer as having type "DATE", resolve the dates from their text format (e.g. "12th Jun

A Template is a list of TemplateText or TemplateArgs

parameter to a template. Has a name and a default value, both of which are Templates.

This class represents a token in tokenized text.

Represents a document of text and spans.

Use this class instead of `DocDataset` when the dataset is very large and does not fit in main memory.

Package Code and Dependencies into wheelhouse

Abstract class representing a preprocessor that provides methods to use resources such as Wikidata classes, and P(e|m) alias table. Implement