Search Results for author: Zhixin Guo

Found 5 papers, 2 papers with code

Towards Controlled Table-to-Text Generation with Scientific Reasoning

no code implementations8 Dec 2023 Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, Chenghu Zhou

The sheer volume of scientific experimental results and complex technical statements, often presented in tabular formats, presents a formidable barrier to individuals acquiring preferred information.

Table-to-Text Generation

Adapting Knowledge for Few-shot Table-to-Text Generation

1 code implementation24 Feb 2023 Zhixin Guo, Minyxuan Yan, Jiexing Qi, Jianping Zhou, Ziwei He, Guanjie Zheng, Xinbing Wang

Pretrained language models (PLMs) have made remarkable progress in table-to-text generation tasks.

Table-to-Text Generation

Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset

1 code implementation19 Feb 2023 Jiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang, Xinbing Wang, Zhouhan Lin

In this work, we first collect a large-scale institution name normalization dataset LoT-insts1, which contains over 25k classes that exhibit a naturally long-tailed distribution.

Long-tail Learning open-set classification +4

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