32 citations · 92 across the 10 of their papers we have counts for
10 papers
Vision Transformers in Precision Agriculture: A Comprehensive Survey
Saber Mehdipour, Seyed Abolghasem Mirroshandel, Seyed Amirhossein Tabatabaei
Detecting plant diseases is a crucial aspect of modern agriculture, as it plays a key role in maintaining crop health and increasing overall yield. Traditional approaches, though s…
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.…
Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations
Magdalena Markowska, Mohammad Taghizadeh, Adil Soubki +2
When we communicate with other humans, we do not simply generate a sequence of words. Rather, we use our cognitive state (beliefs, desires, intentions) and our model of the audienc…
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…
Prose2Poem: The Blessing of Transformers in Translating Prose to Persian Poetry
Reza Khanmohammadi, Mitra Sadat Mirshafiee, Yazdan Rezaee Jouryabi +1
Persian Poetry has consistently expressed its philosophy, wisdom, speech, and rationale on the basis of its couplets, making it an enigmatic language on its own to both native and…
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
Javad PourMostafa Roshan Sharami, Parsa Abbasi Sarabestani, Seyed Abolghasem Mirroshandel
This paper focuses on how to extract opinions over each Persian sentence-level text. Deep learning models provided a new way to boost the quality of the output. However, these arch…
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…
Genetic Neural Architecture Search for automatic assessment of human sperm images
Erfan Miahi, Seyed Abolghasem Mirroshandel, Alexis Nasr
Male infertility is a disease which affects approximately 7% of men. Sperm morphology analysis (SMA) is one of the main diagnosis methods for this problem. Manual SMA is an inexact…
SentiPers: A Sentiment Analysis Corpus for Persian
Pedram Hosseini, Ali Ahmadian Ramaki, Hassan Maleki +2
Sentiment Analysis (SA) is a major field of study in natural language processing, computational linguistics and information retrieval. Interest in SA has been constantly growing in…
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…