Yuyang Chai — accepted AI-conference papers

2024

Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach

Yuyang Chai, Zhuang Li, Jiahui Liu, Lei Chen, Fei Li, Donghong Ji +1

AAAI 2024technical

Despite significant advancements in multi-label text classification, the ability of existing models to generalize to novel and seldom-encountered complex concepts, which are compositions of elementary ones, remains underexplored. This research addresses this gap. By creating unique data splits acros…

Cited by 10 Source ↗PDF ↗code ↗Scholar ↗

2023

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing

Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li +2

ACL 2023findings

Textual scene graph parsing has become increasingly important in various vision-language applications, including image caption evaluation and image retrieval. However, existing scene graph parsers that convert image captions into scene graphs often suffer from two types of errors. First, the generat…

Cited by 22 Source ↗PDF ↗code ↗Scholar ↗