Search Results for author: Chang-You Tai

Found 5 papers, 4 papers with code

Exploring Chain-of-Thought Style Prompting for Text-to-SQL

no code implementations23 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).

In-Context Learning SQL Parsing +1

Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction

1 code implementation16 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.

Aspect Extraction

MVIN: Learning Multiview Items for Recommendation

1 code implementation26 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.

Knowledge Graphs Recommendation Systems

GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model

1 code implementation13 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.

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