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Chang-Yu Tai

2 accepted papers

2023

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

EMNLP 2023long main

In-context learning with large language models (LLMs) has recently caught increasing attention due to its superior few-shot performance on various tasks. However, its performance on text-to-SQL parsing still has much room for improvement. In this paper, we hypothesize that a crucial aspect of LLMs t…

Cited by 0SourceScholar
2022

Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction

AAAI 2022technical

Automatic identification of salient aspects from user reviews is especially useful for opinion analysis. There has been significant progress in utilizing weakly supervised approaches, which require only a small set of seed words for training aspect classifiers. However, there is always room for impr…