| 5 | -- | 9 | Rui Mao 0010, Erik Cambria, Yang Li 0055, Newton Howard. Explicable Artificial Intelligence for Affective Computing |
| 10 | -- | 18 | Xifeng Ning, Hailu Sun, Dejun Yu, Chao Yang, Ruonan Fang, Lin Fan, Qika Lin, Yifan Zhu 0001. Fine-Tuning Large Language Models With Behavioral Alignment for Depression Detection |
| 19 | -- | 28 | Mengtian Shi, Rui Fan 0005, Tingting He 0003, Guanyi Chen. Considering Sentiment Causes in In-Context Learning for Aspect-Based Sentiment Analysis |
| 29 | -- | 40 | Zohaib Ahmad Khan, Yuanqing Xia, Fiza Khaliq, Weiwei Jiang 0003, Muhammad Shahid Anwar. AI-Based Hate Speech Detection System Using Video URLs for Effective Content Moderation |
| 41 | -- | 51 | Sainan Zhang, Jun Zhang 0068, Weiguo Song, Tan Yue, Luyao Zhu. ARISE: Explainable Multimodal Aggressive Driving Detection via Driver State and Environment Perception |
| 52 | -- | 63 | Donghao Huang, Zhaoxia Wang 0001. Explainable Sentiment Analysis With DeepSeek-R1: Performance, Efficiency, and Few-Shot Learning |
| 64 | -- | 72 | Xieling Chen, Haoran Xie 0001, S. Joe Qin, Lingling Xu, Xiaohui Tao 0001, Fu Lee Wang. Leveraging ChatGPT-Based Augmentation and Contrastive Learning for Chinese Massive Open Online Course Sentiment Analysis |
| 73 | -- | 79 | Bo Han 0003. Trustworthy Machine Learning in the Era of Foundation Models |
| 80 | -- | 86 | Thilini Wijesiriwardene, Krishnaprasad Thirunarayanan, Amit P. Sheth. From Morphemes to Knowledge Graphs: Enabling Abstractions in Large Language Models With Neurosymbolic AI |
| 87 | -- | 90 | Robert M. Davison, Marco Marabelli. Large Language Models and the Environment: Open Problems and Potential Solutions |
| 91 | -- | 98 | Teddy Ferdinan, Wiktoria Mieleszczenko-Kowszewicz, Jan Kocon, Przemyslaw Kazienko. Architectural Concepts for Integrating Fundamental Drives and Emotions Into Artificial Intelligence |