Author

Bengchin Ooi

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#artificial intelligence Preprint Sep 2026

LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting

Long-form technical text generation underpins knowledge-intensive workflows, yet remains challenging for large language models (LLMs) due to the need for globally consistent logical structuring and faithful technical reasoning beyond local coherence. Patent drafting is a canonical instance of this challenge, demanding...

Jia-Qi Zhu, Nai-Li Xing, He-Xiang Pan et al. · 0 citations

Jul 2026

SGN: A Similarity-based Generative Network for Data Generation under Distribution Shift

A Similarity-based Generative Network (SGN) is proposed, a reusable framework that is trained once on labeled source data and applied to new target domains without parameter updates, demonstrating the effectiveness of SGN for target-guided data augmentation under source-to-target distribution shifts.

Jia-Qi Zhu, Xincheng Chen, Yuncheng Wu et al. · arXiv.org · 0 citations