Kaisong Song

According to our database, Kaisong Song authored at least 49 papers between 2011 and 2025.

Collaborative distances:

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

2025

DTDA: Dual-channel Triple-to-quintuple Data Augmentation for Comparative Opinion Quintuple Extraction.

Qingting Xu, Kaisong Song, Yangyang Kang, Chaoqun Liu, Yu Hong, Guodong Zhou

Knowl. Based Syst., 2025

Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning.

Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Kun Kuang, Changlong Sun, Cui Huang, Xiaozhong Liu

Expert Syst. Appl., 2025

COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction.

Qingting Xu, Kaisong Song, Chaoqun Liu, Yangyang Kang, Xiabing Zhou, Jun Lin, Yu Hong

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Towards human-like perception: Learning structural causal model in heterogeneous graph.

Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu

Inf. Process. Manag., March, 2024

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model.

Tianqianjin Lin, Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Jun Lin, Weikang Yuan, Junjie Cao, Changlong Sun, Xiaozhong Liu

CoRR, 2024

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective.

Yiqun Zhang, Xiaocui Yang, Xingle Xu, Zeran Gao, Yijie Huang, Shiyi Mu, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song, Ge Yu

CoRR, 2024

Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate.

Yiqun Zhang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

CoRR, 2024

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction.

Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration.

Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu

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

Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance.

Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification.

Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

STICKERCONV: Generating Multimodal Empathetic Responses from Scratch.

Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery.

Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

OERL: Enhanced Representation Learning via Open Knowledge Graphs.

Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

IEEE Trans. Knowl. Data Eng., September, 2023

Variational autoencoder densified graph attention for fusing synonymous entities: Model and protocol.

Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

Knowl. Based Syst., 2023

GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction.

Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou

Proceedings of the International Joint Conference on Neural Networks, 2023

Content- and Topology-Aware Representation Learning for Scientific Multi-Literature.

Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu

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

Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting.

Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion.

Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu

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

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis.

Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Informative and diverse emotional conversation generation with variational recurrent pointer-generator.

Weichao Wang, Shi Feng, Kaisong Song, Daling Wang, Shifeng Li

Frontiers Comput. Sci., 2022

Collaborative Filtering for Recommendation in Geometric Algebra.

Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2022

Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models.

Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents.

Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu

Proceedings of the IEEE International Conference on Big Data, 2022

2021

InterSentiment: combining deep neural models on interaction and sentiment for review rating prediction.

Shi Feng, Kaisong Song, Daling Wang, Wei Gao, Yifei Zhang

Int. J. Mach. Learn. Cybern., 2021

Dual-view hypergraph neural networks for attributed graph learning.

Longcan Wu, Daling Wang, Kaisong Song, Shi Feng, Yifei Zhang, Ge Yu

Knowl. Based Syst., 2021

Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce.

Yongzhen Wang, Kaisong Song, Lidong Bing, Xiaozhong Liu

Neurocomputing, 2021

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis.

Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Which Node Pair and What Status? Asking Expert for Better Network Embedding.

Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2021

Evidence Aware Neural Pornographic Text Identification for Child Protection.

Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training.

Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness.

Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue.

Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Review Response Generation in E-Commerce Platforms with External Product Information.

Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

Proceedings of the World Wide Web Conference, 2019

Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis.

Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun, Xiaozhong Liu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning.

Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks.

Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu

Cogn. Comput., 2018

A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness.

Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness.

Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

PerSentiment: A Personalized Sentiment Classification System for Microblog Users.

Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang

Proceedings of the 25th International Conference on World Wide Web, 2016

Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization.

Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015

A word-emoticon mutual reinforcement ranking model for building sentiment lexicon from massive collection of microblogs.

Shi Feng, Kaisong Song, Daling Wang, Ge Yu

World Wide Web, 2015

Personalized Sentiment Classification Based on Latent Individuality of Microblog Users.

Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph.

Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ling Chen, Chengqi Zhang

Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

2014

CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation.

Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

2013

A Novel Approach Based on Multi-View Content Analysis and Semi-Supervised Enrichment for Movie Recommendation.

Wen Qu, Kaisong Song, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu

J. Comput. Sci. Technol., 2013

Online Friends Recommendation Based on Geographic Trajectories and Social Relations.

Shi Feng, Dajun Huang, Kaisong Song, Daling Wang

Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012

Detecting Positive Opinion Leader Group from Forum.

Kaisong Song, Daling Wang, Shi Feng, Dong Wang, Ge Yu

Proceedings of the Web-Age Information Management - 13th International Conference, 2012

2011

Detecting Opinion Leader Dynamically in Chinese News Comments.

Kaisong Song, Daling Wang, Shi Feng, Ge Yu

Proceedings of the Web-Age Information Management, 2011