← Search

Shuxu Chen

2 accepted papers

2026

Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain

ICLR 2026poster

Chain-of-Thought (CoT) has emerged as an effective paradigm to enhance the reasoning ability of large language models (LLMs) in complex tasks. However, existing approaches still face two major challenges: (1) the lack of a global mechanism to integrate and interact across diverse reasoning hypothese…

Cited by 0SourceScholar
2026

Text summarization via global structure awareness

ICLR 2026poster

Text summarization is a core task in natural language processing (NLP). With the rapid growth of information, handling long documents has become increasingly demanding, making summarization essential. Existing research mainly focuses on model improvements and sentence-level pruning, but often overlo…

Cited by 0SourceScholar