MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification. Iustin Sirbu, Robert-Adrian Popovici, Cornelia Caragea, Stefan Trausan-Matu, Traian Rebedea. In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), November 2025, Suzhou, China, DOI: 10.18653/v1/2025.emnlp-main.139.

Are LLMs Really Underperforming in Stance Detection? Identifying Patterns of Challenging Instances in Zero-Shot Stance Detection

Are LLMs Really Underperforming in Stance Detection? Identifying Patterns of Challenging Instances in Zero-Shot Stance Detection. Alina Gheorghe, Stefan Ruseti, Mihai Dascalu, Cornelia Caragea. In: Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2025), November 2025, Atena, Grecia, DOI: 10.1109/ictai66417.2025.00047.

A Study on Metric-Human Alignment in Code Summarization by LLMs through Kolmogorov–Arnold Networks

A Study on Metric-Human Alignment in Code Summarization by LLMs through Kolmogorov–Arnold Networks. Alexandru Guzu, Georgian Nicolae, Horia Cucu, Corneliu Burileanu. In: Proceedings of the 13th Conference on Speech Technology and Human-Computer Dialogue (SpED 2025), October 2025, Cluj-Napoca, Romania, DOI: 10.1109/sped67700.2025.11252151.

Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation

Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation. Daniel Airinei, Elena Burceanu, Marius Leordeanu. In: Proceedings of the IEEE International Conference on Computer Vision (ICCV) – The 21st Embedded Vision Workshop, October 2025, Honolulu, Hawaii, USA.