10 citations · 15 across the 4 of their papers we have counts for
4 papers
The Impact of Quantization on the Robustness of Transformer-based Text Classifiers
Seyed Parsa Neshaei, Yasaman Boreshban, Gholamreza Ghassem-Sani +1
Transformer-based models have made remarkable advancements in various NLP areas. Nevertheless, these models often exhibit vulnerabilities when confronted with adversarial attacks.…
Improving Question Answering Performance Using Knowledge Distillation and Active Learning
Yasaman Boreshban, Seyed Morteza Mirbostani, Gholamreza Ghassem-Sani +2
Contemporary question answering (QA) systems, including transformer-based architectures, suffer from increasing computational and model complexity which render them inefficient for…
LexiPers: An ontology based sentiment lexicon for Persian
Behnam Sabeti, Pedram Hosseini, Gholamreza Ghassem-Sani +1
Sentiment analysis refers to the use of natural language processing to identify and extract subjective information from textual resources. One approach for sentiment extraction is…
Towards Unsupervised Learning of Temporal Relations between Events
Seyed Abolghasem Mirroshandel, Gholamreza Ghassem-Sani
Automatic extraction of temporal relations between event pairs is an important task for several natural language processing applications such as Question Answering, Information Ext…