no code implementations • 5 Apr 2022 • Mohammad Abdul Hadi, Imam Nur Bani Yusuf, Ferdian Thung, Kien Gia Luong, Jiang Lingxiao, Fatemeh H. Fard, David Lo
We have also identified two different tokenization approaches that can contribute to a significant boost in PTMs' performance for the API sequence generation task.
no code implementations • 12 Apr 2021 • Mohammad Abdul Hadi, Fatemeh H. Fard
In addition, we investigate the performance of the PTMs trained on app reviews (i. e. domain-specific PTMs) .
1 code implementation • 28 Sep 2020 • Mohammad Abdul Hadi, Fatemeh H Fard
Online topic modeling algorithms such as Online LDA (OLDA) and Online Biterm Topic Model (OBTM) speed up the inference of topic models for the texts collected in the latest time-slice by saving a fraction of data from the previous time-slice.
1 code implementation • 13 Sep 2020 • Mohammad Abdul Hadi, Fatemeh H Fard
Furthermore, to help the developers extract the main topics that are discussed in the reviews, two states of the art topic modeling algorithms are applied.
1 code implementation • 13 Sep 2020 • Mohammad Abdul Hadi, Fatemeh H Fard
Online topic modeling algorithms speed up the inference of topic models for the texts collected in the latest time-slice by saving a fraction of data from the previous time-slice.
1 code implementation • 13 Sep 2020 • Mohammad Abdul Hadi, Fatemeh H Fard, Irene Vrbik
However, most of them do not offer a concise and insightful data interpretation or visualization tool, which can help users to process all of the information in a consistently comparable way.
Human-Computer Interaction