11 papers
Analyzing the Impact of Release Season and Production Budget on Movie Revenue and Profitability
Mohammad Jalili Torkamani, Pedro Gomes, Amirmohammad Sadeghnejad +1
The film industry is characterized by significant financial uncertainty, where large production investments do not always guarantee commercial success. This study analyzes the rela…
Boosting Accuracy and Interpretability in Multilingual Hate Speech Detection Through Layer Freezing and Explainable AI
Meysam Shirdel Bilehsavar, Negin Mahmoudi, Mohammad Jalili Torkamani +1
Sentiment analysis focuses on identifying the emotional polarity expressed in textual data, typically categorized as positive, negative, or neutral. Hate speech detection, on the o…
Adaptive Edge-Cloud Inference for Speech-to-Action Systems Using ASR and Large Language Models
Mohammad Jalili Torkamani, Israt Zarin
Voice-based interaction has emerged as a natural and intuitive modality for controlling IoT devices. However, speech-driven edge devices face a fundamental trade-off between cloud-…
Secure and Scalable Blockchain Voting: A Comparative Framework and the Role of Large Language Models
Kiana Kiashemshaki, Elvis Nnaemeka Chukwuani, Mohammad Jalili Torkamani +1
Blockchain technology offers a promising foundation for modernizing E-Voting systems by enhancing transparency, decentralization, and security. Yet, real-world adoption remains lim…
Ensembling Multilingual Transformers for Robust Sentiment Analysis of Tweets
Meysam Shirdel Bilehsavar, Negin Mahmoudi, Mohammad Jalili Torkamani +1
Sentiment analysis is a very important natural language processing activity in which one identifies the polarity of a text, whether it conveys positive, negative, or neutral sentim…
Simulating a Bias Mitigation Scenario in Large Language Models
Kiana Kiashemshaki, Mohammad Jalili Torkamani, Negin Mahmoudi +1
Large Language Models (LLMs) have fundamentally transformed the field of natural language processing; however, their vulnerability to biases presents a notable obstacle that threat…
LLM-Driven Adaptive 6G-Ready Wireless Body Area Networks: Survey and Framework
Mohammad Jalili Torkamani, Negin Mahmoudi, Kiana Kiashemshaki
Wireless Body Area Networks (WBANs) enable continuous monitoring of physiological signals for applications ranging from chronic disease management to emergency response. Recent adv…
Secure coding for web applications: Frameworks, challenges, and the role of LLMs
Kiana Kiashemshaki, Mohammad Jalili Torkamani, Negin Mahmoudi
Secure coding is a critical yet often overlooked practice in software development. Despite extensive awareness efforts, real-world adoption remains inconsistent due to organization…
Streamlining Security Vulnerability Triage with Large Language Models
Mohammad Jalili Torkamani, Joey NG, Nikita Mehrotra +3
Bug triaging for security vulnerabilities is a critical part of software maintenance, ensuring that the most pressing vulnerabilities are addressed promptly to safeguard system int…
Kajal: Extracting Grammar of a Source Code Using Large Language Models
Mohammad Jalili Torkamani
Understanding and extracting the grammar of a domain-specific language (DSL) is crucial for various software engineering tasks; however, manually creating these grammars is time-in…
ASSERTIFY: Utilizing Large Language Models to Generate Assertions for Production Code
Mohammad Jalili Torkamani, Abhinav Sharma, Nikita Mehrotra +1
Production assertions are statements embedded in the code to help developers validate their assumptions about the code. They assist developers in debugging, provide valuable docume…