3 papers
cs.LG2026
Greedy-Gnorm: A Gradient Matrix Norm-Based Alternative to Attention Entropy for Head Pruning
Yuxi Guo, Paul Sheridan
Attention head pruning has emerged as an effective technique for transformer model compression, an increasingly important goal in the era of Green AI. However, existing pruning met…
cs.CL2025
A RoBERTa-Based Functional Syntax Annotation Model for Chinese Texts
Han Xiaohui, Zhang Yunlong, Guo Yuxi
Systemic Functional Grammar and its branch, Cardiff Grammar, have been widely applied to discourse analysis, semantic function research, and other tasks across various languages an…
cs.CL2025
TODO: Enhancing LLM Alignment with Ternary Preferences
Yuxiang Guo, Lu Yin, Bo Jiang +1
Aligning large language models (LLMs) with human intent is critical for enhancing their performance across a variety of tasks. Standard alignment techniques, such as Direct Prefere…