Search Results for author: Jiexing Qi

Found 8 papers, 4 papers with code

AceMap: Knowledge Discovery through Academic Graph

no code implementations5 Mar 2024 Xinbing Wang, Luoyi Fu, Xiaoying Gan, Ying Wen, Guanjie Zheng, Jiaxin Ding, Liyao Xiang, Nanyang Ye, Meng Jin, Shiyu Liang, Bin Lu, Haiwen Wang, Yi Xu, Cheng Deng, Shao Zhang, Huquan Kang, Xingli Wang, Qi Li, Zhixin Guo, Jiexing Qi, Pan Liu, Yuyang Ren, Lyuwen Wu, Jungang Yang, Jianping Zhou, Chenghu Zhou

While existing scientific search engines excel at delivering search results based on relational databases, they often neglect the analysis of collaborations between scientific entities and the evolution of ideas, as well as the in-depth analysis of content within scientific publications.

Knowledge Graphs Reading Comprehension

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

Asymmetric Polynomial Loss For Multi-Label Classification

1 code implementation10 Apr 2023 Yusheng Huang, Jiexing Qi, Xinbing Wang, Zhouhan Lin

We further employ the asymmetric focusing mechanism to decouple the gradient contribution from the negative and positive samples.

Image Classification Multi-Label Classification +3

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

INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion

no code implementations22 Sep 2022 Yi Xu, Luoyi Fu, Zhouhan Lin, Jiexing Qi, Xinbing Wang

As a fully unsupervised framework, INFINITY is empirically verified to outperform state-of-the-art baselines for G2T and T2G tasks.

Knowledge Graphs

RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL

1 code implementation14 May 2022 Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin

Our model can incorporate almost all types of existing relations in the literature, and in addition, we propose introducing co-reference relations for the multi-turn scenario.

Dialogue State Tracking Semantic Parsing +1

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