File size: 2,402 Bytes
e4b9a7b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | .. currentmodule:: pythainlp.el
pythainlp.el
============
The :class:`pythainlp.el` module is an essential component of Thai Entity Linking within the PyThaiNLP library. Entity Linking is a key natural language processing task that associates mentions in text with corresponding entities in a knowledge base.
.. autoclass:: EntityLinker
:members:
EntityLinker
------------
The :class:`EntityLinker` class is the core component of the `pythainlp.el` module, responsible for Thai Entity Linking. Entity Linking, also known as Named Entity Linking (NEL), plays a critical role in various applications, including question answering, information retrieval, and knowledge graph construction.
.. Attributes and Methods
.. ~~~~~~~~~~~~~~~~~~~~~~
.. The `EntityLinker` class offers the following attributes and methods:
.. - `__init__(text, engine="default")`
.. - The constructor for the `EntityLinker` class. It takes the input `text` and an optional `engine` parameter to specify the entity linking engine. The default engine is used if no specific engine is provided.
.. - `link()`
.. - The `link` method performs entity linking on the input text using the specified engine. It returns a list of entities linked in the text, along with their relevant information.
.. - `set_engine(engine)`
.. - The `set_engine` method allows you to change the entity linking engine during runtime. This provides flexibility in selecting different engines for entity linking based on your specific requirements.
.. - `get_linked_entities()`
.. - The `get_linked_entities` method retrieves a list of linked entities from the last entity linking operation. This is useful for extracting the entities found in the text.
.. Usage
.. ~~~~~
.. To use the `EntityLinker` class for entity linking, follow these steps:
.. 1. Initialize an `EntityLinker` object with the input text and, optionally, specify the engine.
.. 2. Call the `link` method to perform entity linking on the text.
.. 3. Utilize the `get_linked_entities` method to access the linked entities found in the text.
Example
~~~~~~~
Here's a simple example of how to use the `EntityLinker` class:
::
from pythainlp.el import EntityLinker
text = "กรุงเทพเป็นเมืองหลวงของประเทศไทย"
el = EntityLinker()
linked_entities = el.get_el(text)
print(linked_entities)
|