Original Article
Intermediate Fine-Tuning for Robust Persian Emotion Detection in Text
Intermediate Fine-Tuning for Robust Persian Emotion Detection in Text

Seyed Morteza Mahdavi Mortazavi; Mehrnoush ShamsFard

Volume 2, Special Issues 2 , January 2025, Pages 1-6

https://doi.org/10.48308/jicse.2025.239714.1065

Abstract
  Emotion recognition in text is a growing area in Natural Language Processing ( NLP ), essential for improving human-computer interactions by allowing systems to interpret emotional ...  Read More
Original Article
Improvement in intent detection and slot filling by model enhancement and different data augmentation strategies
Improvement in intent detection and slot filling by model enhancement and different data augmentation strategies

محمد مهدی حاجی رمضانعلی; Hasan Deldar; Mohammad Mehdi Homayounpour

Volume 2, Special Issues 2 , January 2025, Pages 7-15

https://doi.org/10.48308/jicse.2025.239716.1066

Abstract
  Abstract— Intent detection and slot filling are crucial for understanding human language and are essential for creating intelligent virtual assistants, chatbots, and other interactive ...  Read More
Original Article
Inferring organizational duties from Persian administrative and employment laws using Large Language Models (LLMs) and few-shot learning
Inferring organizational duties from Persian administrative and employment laws using Large Language Models (LLMs) and few-shot learning

Hojjat Hajizadeh Nowkhandan; Mohsen Kahani

Volume 2, Special Issues 2 , January 2025, Pages 16-25

https://doi.org/10.48308/jicse.2025.239717.1067

Abstract
  Abstract—Extracting organizational duties from legal documents is a critical yet challenging task, particularly in low-resource languages like Persian. This paper presents an ...  Read More
Original Article
Efficient DL Models for Voice Pathology Detection in Healthcare Applications using Sustained Vowels
Efficient DL Models for Voice Pathology Detection in Healthcare Applications using Sustained Vowels

Sahar Farazi; yaser shekofteh

Volume 2, Special Issues 2 , January 2025, Pages 26-32

https://doi.org/10.48308/jicse.2025.239718.1068

Abstract
  Abstract— Voice Pathology Detection (VPD) aims to identify voice impairments through the analysis of speech signals, providing a foundation for developing diagnostic tools in ...  Read More
Original Article
Advances in Deep Learning for Eye Disease Diagnosis: Applications, Challenges, and Future Directions
Advances in Deep Learning for Eye Disease Diagnosis: Applications, Challenges, and Future Directions

محمد شجاعی نیا; Hamid Moghaddasi

Volume 2, Special Issues 2 , January 2025, Pages 33-41

https://doi.org/10.48308/jicse.2025.239719.1069

Abstract
  Abstract— Deep learning has emerged as a transformative technology in ophthalmology, addressing critical challenges in the diagnosis and management of eye diseases such as diabetic ...  Read More