1 code implementation • 29 Jul 2023 • Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
We introduce TacoBot, a user-centered task-oriented digital assistant designed to guide users through complex real-world tasks with multiple steps.
no code implementations • 23 May 2023 • Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
Thus, we systematically study how to enhance LLMs' reasoning ability through chain of thought (CoT) style prompting, including the original chain-of-thought prompting (Wei et al., 2022b) and least-to-most prompting (Zhou et al., 2023).
1 code implementation • 16 Dec 2021 • Chang-You Tai, Ming-Yao Li, Lun-Wei Ku
There has been significant progress in utilizing weakly supervised approaches, which require only a small set of seed words for training aspect classifiers.
1 code implementation • 26 May 2020 • Chang-You Tai, Meng-Ru Wu, Yun-Wei Chu, Shao-Yu Chu, Lun-Wei Ku
From the entity view, the mixing layer contrasts layer-wise GCN information to further obtain comprehensive features from internal entity-entity interactions in the KG.
1 code implementation • 13 Aug 2019 • Chang-You Tai, Meng-Ru Wu, Yun-Wei Chu, Shao-Yu Chu
Recently, researchers utilize Knowledge Graph (KG) as side information in recommendation system to address cold start and sparsity issue and improve the recommendation performance.