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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Kun Zhou (周昆)
About me
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Posts
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Blog Post number 4
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Blog Post number 1
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portfolio
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publications
Unsupervised Context Rewriting for Open Domain Conversation
Published in EMNLP-IJCNLP 2019, 2019
Kun Zhou, Kai Zhang, Yu Wu, Shujie Liu, Jingsong Yu. This paper has been implemented in Microsoft XiaoICe online dialog system.
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Improving Multi-turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting
Published in PAKDD 2020, 2020
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
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Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
Published in KDD 2020, 2020
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu
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S3-rec: Self-supervised learning for sequential recommendation with mutual information maximization
Published in CIKM 2020, 2020
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen. This paper is selected as the most influential CIKM papers by Paperdigest, and has been implemented in Meituan online recommendation system.
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Leveraging historical interaction data for improving conversational recommender system
Published in CIKM 2020 Short Paper, 2020
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
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Multi-modal knowledge graphs for recommender systems
Published in CIKM 2020, 2020
Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng
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Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network
Published in CIKM 2020, 2020
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
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Towards Topic-Guided Conversational Recommender System
Published in COLING 2020, 2020
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen
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Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension
Published in COLING 2020, 2020
Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
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Neural Sentence Ordering Based on Constraint Graphs
Published in AAAI 2021, 2020
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
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Content Selection Network for Document-grounded Retrieval-based Chatbots
Published in ECIR 2021, 2020
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
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BERT4SO: Neural Sentence Ordering by Fine-tuning BERT
Published in Arxiv, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Yabo Ling, Pan Du
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A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps
Published in WWW 2021, 2021
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo, Ji-Rong Wen. This paper has been implemented in Tencent Kuaibao online system.
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Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
Published in SIGIR 2021 short paper, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
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CRSLab: An Open-Source Toolkit for Building Conversational Recommender System
Published in ACL 2021 Demo Track, 2021
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
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Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation
Published in CIKM 2021 Applied Track, 2021
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Jing Cai, Yancheng He, Cunxiang Yin, Ji-Rong Wen. This paper has been implemented in Tencent Kuaibao online system.
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Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
Published in EMNLP 2021 Main Conference, 2021
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu and Ji-Rong Wen.
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C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System
Published in WSDM 2022 Regular Paper, 2021
Yuanhang Zhou* Kun Zhou*, Wayne Xin Zhao, Cheng Wang, Peng Jiang and He Hu. (* Equal Contribution)
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Filter-enhanced MLP is All You Need for Sequential Recommendation
Published in WWW 2022 Research Track, 2022
Kun Zhou*, Hui Yu*, Wayne Xin Zhao and Ji-Rong Wen. (* Equal Contribution)
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Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network
Published in ACL 2022 Main Conference, 2022
Zheng Gong*, Kun Zhou*, Xin Zhao, Jing Sha, Shijin Wang and Ji-Rong Wen. (* Equal Contribution)
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Debiased Contrastive Learning of Unsupervised Sentence Representations
Published in ACL 2022 Main Conference, 2022
Kun Zhou, Beichen Zhang, Wayne Xin Zhao and Ji-Rong Wen.
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Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation
Published in TOIS, 2022
Hui Wang*, Kun Zhou*, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen (* Equal Contribution)
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Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
Published in NAACL 2022 Findings, 2022
Jinhao Jiang*, Kun Zhou*, Ji-Rong Wen and Wayne Xin Zhao. (* Equal Contribution)
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JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding
Published in KDD 2022 ADS Track, 2022
Wayne Xin Zhao, Kun Zhou*, Zheng Gong*, Beichen Zhang*, Yuanhang Zhou*, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu and Ji-Rong Wen. (* Equal Contribution)
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Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
Published in KDD 2022 Research Track, 2022
Xiaolei Wang*, Kun Zhou*, Ji-Rong Wen and Wayne Xin Zhao. (* Equal Contribution)
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SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
Published in EMNLP 2022 Industry Track, 2022
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen.
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Enhancing Multi-View Smoothness for Sequential Recommendation Models
Published in TOIS 2023, 2023
Kun Zhou, Hui Wang, Ji-Rong Wen, Wayne Xin Zhao.
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UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
Published in ICLR 2023, 2023
Jinhao Jiang*, Kun Zhou*, Wayne Xin Zhao, Ji-Rong Wen. (* Equal Contribution)
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.