Shuang Zheng — accepted AI-conference papers

2025

UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion

Zhipeng Li, Shuang Zheng, Jiaping Xiao, Xianneng Li, Lei Wang

COLING 2025industry

In the field of natural language generation (NLG), controlling text generation (CTG) is critical, particularly in query auto-completion (QAC) where the need for personalization and diversity is paramount. However, it is essentially challenging to adapt to various control objectives and constraints,…

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2021

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang +1

NAACL 2021long

Sentiment analysis has attracted increasing attention in e-commerce. The sentiment polarities underlying user reviews are of great value for business intelligence. Aspect category sentiment analysis (ACSA) and review rating prediction (RP) are two essential tasks to detect the fine-to-coarse sentime…

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