作者位次 #2/4ICML 2026Poster· Theory / Domain Adaptation and Transfer Learning
Content-Style Identification via Differential Independence
Subash Timilsina · Hoang-Son Nguyen · Sagar Shrestha · Xiao Fu
理论与学习动力学OpenReview
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Subash Timilsina · Hoang-Son Nguyen · Sagar Shrestha · Xiao Fu
Sagar Shrestha · Subash Timilsina · Hoang-Son Nguyen · Xiao Fu
Quoc Phong Dao · Hoang-Son Nguyen · Pham Khanh Chi · Linh Ngo Van · Nguyen Thi Ngoc Diep · Thien Huu Nguyen · Trung Le
Knowledge Distillation (KD) has established itself as a pivotal technique for compressing large pre-trained language models. However, existing methods that force a student to strictly mimic the teacher’s sentence embeddings or internal features often incur prohibitive computational costs and yiel...
Quoc Phong Dao · Hoang-Son Nguyen · Pham Khanh Chi · Tung Nguyen · Linh Ngo Van · Nguyen Thi Ngoc Diep · Trung Le
Cross-Tokenizer Knowledge Distillation (CTKD) enables knowledge transfer between a large language model and a smaller student, even when they employ different tokenizers. While existing approaches mainly focus on token-level alignment strategies, which are often brittle and sensitive to discrepan...