Suncong Zheng

According to our database, Suncong Zheng authored at least 22 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature.

Chenyang Song, Zheni Zeng, Changyao Tian, Kuai Li, Yuan Yao, Suncong Zheng, Zhiyuan Liu, Maosong Sun

AI Open, 2024

Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens.

Weiyao Luo, Suncong Zheng, Heming Xia, Weikang Wang, Yan Lei, Tianyu Liu, Shuang Chen, Zhifang Sui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

KEPL: Knowledge Enhanced Prompt Learning for Chinese Hypernym-Hyponym Extraction.

Ningchen Ma, Dong Wang, Hongyun Bao, Lei He, Suncong Zheng

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts.

Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers.

Yiming Ju, Weikang Wang, Yuanzhe Zhang, Suncong Zheng, Kang Liu, Jun Zhao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages.

Xu Han, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Botong Zhou, Fei Hao, Suncong Zheng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships.

Lei He, Suncong Zheng, Tao Yang, Feng Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

TexSmart: A System for Enhanced Natural Language Understanding.

Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.

Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi

CoRR, 2020

2017

Self-Taught convolutional neural networks for short text clustering.

Jiaming Xu, Bo Xu, Peng Wang, Suncong Zheng, Guanhua Tian, Jun Zhao

Neural Networks, 2017

Joint entity and relation extraction based on a hybrid neural network.

Suncong Zheng, Yuexing Hao, Dongyuan Lu, Hongyun Bao, Jiaming Xu, Hongwei Hao, Bo Xu

Neurocomputing, 2017

Joint Extraction of Multiple Relations and Entities by Using a Hybrid Neural Network.

Peng Zhou, Suncong Zheng, Jiaming Xu, Zhenyu Qi, Hongyun Bao, Bo Xu

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme.

Suncong Zheng, Feng Wang, Hongyun Bao, Yuexing Hao, Peng Zhou, Bo Xu

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A neural network framework for relation extraction: Learning entity semantic and relation pattern.

Suncong Zheng, Jiaming Xu, Peng Zhou, Hongyun Bao, Zhenyu Qi, Bo Xu

Knowl. Based Syst., 2016

Joint Learning of Entity Semantics and Relation Pattern for Relation Extraction.

Suncong Zheng, Jiaming Xu, Hongyun Bao, Zhenyu Qi, Jie Zhang, Hongwei Hao, Bo Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Ensemble of Feature Sets and Classification Methods for Stance Detection.

Jiaming Xu, Suncong Zheng, Jing Shi, Yiqun Yao, Bo Xu

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

A Bidirectional Hierarchical Skip-Gram model for text topic embedding.

Suncong Zheng, Hongyun Bao, Jiaming Xu, Yuexing Hao, Zhenyu Qi, Hongwei Hao

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling.

Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, Bo Xu

Proceedings of the COLING 2016, 2016

Hierarchical Memory Networks for Answer Selection on Unknown Words.

Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu, Bo Xu

Proceedings of the COLING 2016, 2016

2015

PTHMM: Beyond Single Specific Behavior Prediction.

Suncong Zheng, Hongyun Bao, Guanhua Tian, Yu-Fang Wu, Bo Xu, Hongwei Hao

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Novel Hierarchical Convolutional Neural Network for Question Answering over Paragraphs.

Suncong Zheng, Hongyun Bao, Jun Zhao, Jie Zhang, Zhenyu Qi, Hongwei Hao

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2013

What Is the Uniqueness of Growth Pattern in Human Flesh Search Organization?

Tao Wang, Qingpeng Zhang, Julei Fu, Xiao Wang, Suncong Zheng

Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2013