An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages

no code implementations • 31 Jan 2021 • Majid Asgari-Bidhendi, Behrooz Janfada, Amir Havangi, Sayyed Ali Hossayni, Behrouz Minaei-Bidgoli

Entity Linking is one of the essential tasks of information extraction and natural language understanding.

Entity Disambiguation Entity Linking +1

PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction

no code implementations • 13 May 2020 • Majid Asgari-Bidhendi, Mehrdad Nasser, Behrooz Janfada, Behrouz Minaei-Bidgoli

The main motivations of this research stem from a lack of a dataset for relation extraction in the Persian language as well as the necessity of extracting knowledge from the growing big-data in the Persian language for different applications.

Knowledge Base Population Relation +2

FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph

no code implementations • 4 May 2020 • Majid Asgari-Bidhendi, Behrooz Janfada, Behrouz Minaei-Bidgoli

While most of the knowledge bases already support the English language, there is only one knowledge base for the Persian language, known as FarsBase, which is automatically created via semi-structured web information.

Benchmarking Entity Linking +2

ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts

no code implementations • 22 Apr 2020 • Majid Asgari-Bidhendi, Farzane Fakhrian, Behrouz Minaei-Bidgoli

Entity linking is the task of linking the entity mentions in the text to their corresponding entities in a knowledge base.

Entity Linking