0% Complete
English
صفحه اصلی
/
یازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts
نویسندگان :
Majid Asgari-bidhendi
1
Farzane Fakhrian
2
Behrouz Minaei-bidgoli
3
1- دانشگاه علم و صنعت ایران
2- دانشگاه علم و صنعت ایران
3- دانشگاه علم و صنعت ایران
کلمات کلیدی :
Entity Linking، Entity Disambiguation، Persian Language، FarsBase، Knowledge Graph، Social Media Corpus
چکیده :
In recent years, social media data has exponentially increased, which can be enumerated as one of the largest data repositories in the world. A large portion of this social media data is natural language text. However, the natural language is highly ambiguous due to exposure to the frequent occurrences of entities, which have polysemous words or phrases. Entity linking is the task of linking the entity mentions in the text to their corresponding entities in a knowledge base. Recently, FarsBase, a Persian knowledge graph, has been introduced containing almost half a million entities. In this paper, we propose an unsupervised Persian Entity Linking system, the first entity linking system specially focused on the Persian language, which utilizes context-dependent and context-independent features. For this purpose, we also publish the first entity linking corpus of the Persian language containing 67,595 words that have been crawled from social media texts of some popular channels in the Telegram messenger. The output of the proposed method is 86.94% f-score for the Persian language, which is comparable with the similar state-of-the-art methods in the English language.
لیست مقالات
لیست مقالات بایگانی شده
Presenting an Edge-based Air Quality Management System for Smart City Scenarios
Tina Samizadeh Nikoui - Ali Balador - Amir Masoud Rahmani - Hooman Tabarsaied
A Nano-based High-Speed QCA circuit for Information Security with Image Masking
Saeid Seyedi - Hatam Abdoli
Task Scheduling for Real-time Object Detection: Methods and Performance Comparison in ADAS Applications
Mahdi Seyfipoor - Sayyed Muhammad Jaffry - Siamak Mohamadi
Heart Sound Classification based on Group-based Sparse Features of PCG Signal
Zahra Hossein-Nejad - Mehdi Nasri
The risk prediction of heart disease by using neuro-fuzzy and improved GOA
Vahid Safari Dehnavi - Masoud Shafiee
Sigma: A Secure Federated Network Gaming Platform
Keyhan Mohammadi - Reza Ebrahimi Atani
Evaluating LLMs in Persian News Summarization
Arya VarastehNezhad - Reza Tavasoli - Mostafa Masumi - Seyed Soroush Majd - Mehrnoush Shamsfard
بکارگیری الگوریتم بهینه سازی فاخته و منطق فازی به منظور بهبود زمانبندی وظایف در محیط محاسبات مه
فاطمه دوامی - حمید جلیلوند - فاطمه نجفی
UltraLearn: Next-Generation CyberSecurity Learning Platform
Saeed Raisi - Saeid Ghasemshirazi - Ghazaleh Shirvani
روشی برای بهبود آزمون جهش پیشگویانه با در نظر گرفتن اثر داده های از دست رفته
طه رستمی - دکتر سعید جلیلی طه رستمی - سعید جلیلی -
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.2