Huanxuan Liao

1. A Comprehensive Survey on Long Context Language Modeling
   2025/03/20 by Jiaheng Liu, Dawei Zhu, Liu, Jiaheng +70 · 38 citations
   Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
2. Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
   2024/09/20 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +9 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
3. Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering
   2024/03/22 by Huanxuan Liao, Liao, Huanxuan, Shizhu He +11 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
4. DATA: Decomposed Attention-based Task Adaptation for Rehearsal-Free Continual Learning
   2025/02/17 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +6 · 4 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Analog and Mixed-Signal Circuit Design #Neural Networks and Applications
5. SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models
   2024/09/20 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +10 · 3 citations
   Computer Science · #Topic Modeling
6. From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
   2024/06/18 by Huanxuan Liao, Shizhu He, Liao, Huanxuan +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
7. CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
   2024/09/20 by Yupu Hao, Hao, Yupu, Pengfei Cao +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling