1 code implementation • 12 Jul 2021 • Reza Khanmohammadi, Mitra Sadat Mirshafiee, Mehdi Allahyari
In this paper, we collected a large dataset of these articles, leveraged different BERT variations as well as other keyword models such as BM25 and TF-IDF, and created a search engine to sift through these documents and rank them, given a user's query.
no code implementations • 15 May 2018 • Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Yuzhong Qu, Krys Kochut
Ontologies have been widely used in numerous and varied applications, e. g., to support data modeling, information integration, and knowledge management.
Information Retrieval
no code implementations • 5 Jan 2018 • Seyedamin Pouriyeh, Mehdi Allahyari, Krys Kochut, Hamid Reza Arabnia
The Semantic Web is becoming a large scale framework that enables data to be published, shared, and reused in the form of ontologies.
no code implementations • IJCNLP 2017 • Seyedamin Pouriyeh, Mehdi Allahyari, Krzysztof Kochut, Gong Cheng, Hamid Reza Arabnia
With the advent of the Internet, the amount of Semantic Web documents that describe real-world entities and their inter-links as a set of statements have grown considerably.
1 code implementation • 10 Jul 2017 • Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saied Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut
The amount of text that is generated every day is increasing dramatically.
no code implementations • 7 Jul 2017 • Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut
In recent years, there has been a explosion in the amount of text data from a variety of sources.