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Book Open access Jul 2026

Code-Based English Models Reveal Surprising Performance on Chinese QA Pair Extraction Task

Evidence of cross-lingual efficacy of code-based LLMs for Chinese QA tasks, further enhanced through Code Llama-M's expanded Chinese vocabulary is found, and successful application of the fine-tuned LLM in a live assistant system, enhancing user experience is demonstrated.

Jiajun Yu, Linghan Zheng, Hui Liu et al. · 0 citations
Book Open access Aug 2026

UniEdit: A Graph-based MoE Alternative to Sequence Generation for Molecular Editing

This paper proposes UniEdit, a Unified Graph-based Mixture-of-Experts (MoE) Molecular Editing model that offers a robust alternative to LLMs and incorporates a Mixture-of-Experts architecture that dynamically routes tasks to specialized components.

Jiajun Yu, Zhihao Wu, Yizhen Zheng et al. · 0 citations