Wenliang CHEN

School of Computer Science and Technology,
Soochow University, Suzhou, China
Email: chenwenliang (at) gmail or wlchen (at) suda.edu.cn

Publications

Conference/Workshop papers

• Juntao Li and Zecheng Tang and Yuyang Ding and Pinzheng Wang and Pei Guo and Wangjie You and Dan Qiao and Wenliang Chen and Guohong Fu and Qiaoming Zhu and Guodong Zhou and Min Zhang. OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch. [ PDF and CODE]
• 郁俊杰、王星、陈文亮、张民.面向低资源关系抽取的自训练方法.软件学报,2024,在线发表:1-17，[PDF]


• Mengsong Wu, Tong Zhu, Han Han, Chuanyuan Tan, Xiang Zhang, Wenliang Chen. Seal-tools: Self-instruct tool learning dataset for agent tuning and detailed benchmark. NLPCC-2024. pp. 372-384. Hangzhou, China. Nov 2024
• Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Bing Liu, Haonan Lu, Wenliang Chen. Probing Language Models for Pre-training Data Detection. ACL-2024. pp1576–1587. Bangkok, Thailand. Aug 2024 [CODE] and [PDF]
• Jianxiang Xiang, Zhenhua Liu, Haodong Liu, Yin Bai, Jia Cheng and Wenliang Chen. DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space. LREC-COLING-2024. pp4912–4921, Torino, Italia. May 2024 [CODE] and [PDF]
• Tianwen Tang, Tong Zhu, Haodong Liu, Yin Bai, Jia Cheng and Wenliang Chen. MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking. LREC-COLING-2024. pp11582–11592, Torino, Italia. May 2024 [CODE] and [PDF]
• Junjie Yu, Xing Wang, and Wenliang Chen. Reliable Data Generation and Selection for Low-Resource Relation Extraction. AAAI-2024. pp19440-19448. Canada. Feb 2024
• Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang. Mirror: A Universal Framework for Various Information Extraction Tasks. EMNLP-2023. pp8861–8876. Singapore. Dec. 2023 [ PDF ] and [ CODE ].
• Mian Zhang, Xiabing Zhou, Wenliang Chen, Min Zhang. Emotion Recognition in Conversation from Variable-Length Context. ICASSP-2023, Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10096161. [PDF]
• Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao and Wenliang Chen. CED: Catalog Extraction from Documents, ICDAR-2023，2023.8, [ PDF and CODE]
• Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen and Dong Yu. SafeConv: Explaining and Correcting Conversational Unsafe Behavior. ACL-2023. pp22–35, Toronto, Canada. July 2023 [ PDF].
• Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen and Min Zhang. Early Exit with Disentangled Representation and Equiangular Tight Frame. ACL-2023(Findings). pp14128–14142, Toronto, Canada. July 2023 [ PDF].
• 陈跃鹤、贾永辉、谈川源、陈文亮、张民. 基于知识图谱全局和局部特征的复杂问答方法. 软件学报. 2023,34(12):5614−5628. [PDF]
• 谈川源、贾永辉、陈跃鹤、陈文亮. 面向知识图谱问答的查询图生成方法，CCKS-2022 (最佳中文论文奖)，[PDF and CODE]
• Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang and Wenliang Chen. STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction. COLING-2022. pp2044–2054. October 2022. [PDF] and [CODE]
• Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Min Zhang, Wenliang Chen and Qiang Chen. SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training. COLING-2022. [PDF and CODE]
• Yonghui Jia, Chuanyuan Tan, Yuehe Chen, Muhua Zhu, Pingfu Chao and Wenliang Chen. Two-stage Query Graph Selection for Knowledge Base Question Answering. NLPCC-2022. pp16–28. Guilin, China. 22 Sep 2022 [PDF],
• Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Yuan, Min Zhang. Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph. IJCAI-2022. pp4552-4558. Vienna, Austria. 23-29 July 2022 [PDF], [CODE].
• Junjie Yu, Tong Zhu, Wenliang Chen, Wei Zhang and Min Zhang. Improving Relation Extraction with Relational Paraphrase Sentences. COLING2020, pp. 1687-1698. Online, Dec. 2020
• Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang and Min Zhang. Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction. COLING2020. pp. 6436-6447, Online, Dec. 2020
• 杨一帆, 马进, 王海涛, 何正球，陈文亮，张民. 基于简介文本的中文人物关系图谱属性补全与纠错. 中国科学-信息科学. 2020, 50(7):1003-1018 (CCKS-2019 最佳中文论文奖).
• Zhengqiu HE, Wenliang CHEN, Yuyi WANG, Wei ZHANG, Gaochun WANG, Min ZHANG. Improving Neural Relation Extraction with Positive and Unlabeled Learning. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2020), pp. 7927-7934. New York, 7-12 Feb. 2020
• 周俊佐, 朱宗奎, 何正球, 陈文亮, 张民. 面向人机对话意图分类的混合神经网络模型. 软件学报. 2019,30(11):3313-3325
• Zhengqiu He, Wenliang Chen, Zhenghua Li, Wei Zhang, Hao Shao, Min Zhang. 2019. Syntax-aware Entity Representations for Neural Relation Extraction. Artificial Intelligence Journal.275(2019):602-617, October 2019.
• More papers are available at [HERE!!]

Books

• Wenliang Chen, Min Zhang. 2015. Semi-supervised Dependency Parsing, Book (144 pages), Springer-Verlag, 2015 [BookPage at Springer-Verlag].