Kun Zhou

122 papers A* 24A 7B 4Journal 64Unranked 23
YearRankTypeTitle / Venue / Authors
2026 A* conf
Analyzing and Mitigating Object Hallucination: A Training Bias Perspective.
AAAI
Yifan Li, Kun Zhou, Xin Zhao, Lei Fang, Jirong Wen
2026 J jnl
Codified Finite-state Machines for Role-playing.
CoRR
Letian Peng, Yupeng Hou, Kun Zhou, Jingbo Shang
2026 J jnl
Codified Foreshadowing-Payoff Text Generation.
CoRR
Longfei Yun, Kun Zhou, Yupeng Hou, Letian Peng, Jingbo Shang
2026 J jnl
Deriving Character Logic from Storyline as Codified Decision Trees.
CoRR
Letian Peng, Kun Zhou, Longfei Yun, Yupeng Hou, Jingbo Shang
2025 J jnl
Analyzing and Mitigating Object Hallucination: A Training Bias Perspective.
CoRR
Yifan Li, Kun Zhou, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen
2025 J jnl
Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models.
CoRR
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 A* conf
Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis.
EMNLP
Yiru Tang, Kun Zhou, Yingqian Min, Wayne Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang
2025 A* conf
Exploring the Design Space of Visual Context Representation in Video MLLMs.
ICLR
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2025 A* conf
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models.
EMNLP
Zhipeng Chen, Kun Zhou, Liang Song, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2025 — conf
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.
ACL (1)
Jinhao Jiang, Kun Zhou, Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen
2025 A* conf
Less is More: High-value Data Selection for Visual Instruction Tuning.
ACM Multimedia
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 J jnl
Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization.
CoRR
Yifan Du, Kun Zhou, Yingqian Min, Yue Ling, Wayne Xin Zhao, Youbin Wu
2025 A* conf
Self-Calibrated Listwise Reranking with Large Language Models.
WWW
Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2025 — conf
Towards Effective and Efficient Continual Pre-training of Large Language Models.
ACL (1)
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2025 J jnl
Unleashing Perception-Time Scaling to Multimodal Reasoning Models.
CoRR
Yifan Li, Zhenghao Chen, Ziheng Wu, Kun Zhou, Ruipu Luo, Can Zhang, Zhentao He, Yufei Zhan, Wayne Xin Zhao, Minghui Qiu
2025 J jnl
VIPER: Process-aware Evaluation for Generative Video Reasoning.
CoRR
Yifan Li, Yukai Gu, Yingqian Min, Zikang Liu, Yifan Du, Kun Zhou, Min Yang, Wayne Xin Zhao, Minghui Qiu
2025 — conf
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models.
EMNLP (Findings)
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2025 B conf
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning.
COLING
Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen
2025 — conf
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model.
ACL (1)
Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Xin Zhao, Ji-Rong Wen
2024 — conf
DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning.
ACL (Findings)
Yingqian Min, Kun Zhou, Dawei Gao, Xin Zhao, He Hu, Yaliang Li
2024 J jnl
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning.
CoRR
Yingqian Min, Kun Zhou, Dawei Gao, Wayne Xin Zhao, He Hu, Yaliang Li
2024 — conf
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation.
EACL (1)
Kun Zhou, Yifan Li, Xin Zhao, Ji-Rong Wen
2024 J jnl
Exploring the Design Space of Visual Context Representation in Video MLLMs.
CoRR
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models.
CoRR
Zhipeng Chen, Liang Song, Kun Zhou, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 — conf
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models.
ECCV (73)
Yifan Li, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models.
CoRR
Yifan Li, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.
ACL (Findings)
Zhipeng Chen, Kun Zhou, Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen
2024 J jnl
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint.
CoRR
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Junchen Wan, Fuzheng Zhang, Di Zhang, Ji-Rong Wen
2024 A* conf
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models.
NeurIPS
Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
2024 J jnl
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models.
CoRR
Kun Zhou, Beichen Zhang, Jiapeng Wang, Zhipeng Chen, Wayne Xin Zhao, Jing Sha, Zhichao Sheng, Shijin Wang, Ji-Rong Wen
2024 J jnl
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen
2024 — conf
LLMBox: A Comprehensive Library for Large Language Models.
ACL (3)
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Ranchi Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Xin Zhao, Ji-Rong Wen
2024 J jnl
LLMBox: A Comprehensive Library for Large Language Models.
CoRR
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Yuanqian Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Less is More: Data Value Estimation for Visual Instruction Tuning.
CoRR
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
2024 J jnl
Low-Redundant Optimization for Large Language Model Alignment.
CoRR
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2024 — conf
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
WWW (Companion Volume)
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
CoRR
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 A* conf
Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment.
EMNLP
Zhipeng Chen, Kun Zhou, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2024 — conf
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models.
ACL (1)
Yuchong Sun, Che Liu, Kun Zhou, Jinwen Huang, Ruihua Song, Xin Zhao, Fuzheng Zhang, Di Zhang, Kun Gai
2024 J jnl
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2024 J jnl
Self-Calibrated Listwise Reranking with Large Language Models.
CoRR
Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2024 J jnl
Towards Effective and Efficient Continual Pre-training of Large Language Models.
CoRR
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2024 J jnl
Towards Event-oriented Long Video Understanding.
CoRR
Yifan Du, Kun Zhou, Yuqi Huo, Yifan Li, Wayne Xin Zhao, Haoyu Lu, Zijia Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen
2024 J jnl
YuLan-Mini: An Open Data-efficient Language Model.
CoRR
Yiwen Hu, Huatong Song, Jia Deng, Jiapeng Wang, Jie Chen, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
YuLan: An Open-source Large Language Model.
CoRR
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
2023 J jnl
A Survey of Large Language Models.
CoRR
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen
2023 A conf
Alleviating the Long-Tail Problem in Conversational Recommender Systems.
RecSys
Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 J jnl
Alleviating the Long-Tail Problem in Conversational Recommender Systems.
CoRR
Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 — conf
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.
EMNLP (Findings)
Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Xin Zhao, Ji-Rong Wen
2023 J jnl
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models.
CoRR
Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-
ACM Trans. Inf. Syst.
Hui Wang, Kun Zhou, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2023 A* conf
Diffusion Models for Non-autoregressive Text Generation: A Survey.
IJCAI
Yifan Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Diffusion Models for Non-autoregressive Text Generation: A Survey.
CoRR
Yifan Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation.
CoRR
Kun Zhou, Yifan Li, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Don't Make Your LLM an Evaluation Benchmark Cheater.
CoRR
Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, Jiawei Han
2023 J jnl
Enhancing Multi-View Smoothness for Sequential Recommendation Models.
ACM Trans. Inf. Syst.
Kun Zhou, Hui Wang, Ji-Rong Wen, Wayne Xin Zhao
2023 A* conf
Evaluating Object Hallucination in Large Vision-Language Models.
EMNLP
Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Evaluating Object Hallucination in Large Vision-Language Models.
CoRR
Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning.
NeurIPS
Beichen Zhang, Kun Zhou, Xilin Wei, Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2023 J jnl
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning.
CoRR
Beichen Zhang, Kun Zhou, Xilin Wei, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2023 A* conf
Improving Conversational Recommendation Systems via Counterfactual Data Simulation.
KDD
Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 J jnl
Improving Conversational Recommendation Systems via Counterfactual Data Simulation.
CoRR
Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023 A* conf
Improving News Recommendation via Bottlenecked Multi-task Pre-training.
SIGIR
Xiongfeng Xiao, Qing Li, Songlin Liu, Kun Zhou
2023 A* conf
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving.
KDD
Xin Zhao, Kun Zhou, Beichen Zhang, Zheng Gong, Zhipeng Chen, Yuanhang Zhou, Ji-Rong Wen, Jing Sha, Shijin Wang, Cong Liu, Guoping Hu
2023 J jnl
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving.
CoRR
Wayne Xin Zhao, Kun Zhou, Beichen Zhang, Zheng Gong, Zhipeng Chen, Yuanhang Zhou, Ji-Rong Wen, Jing Sha, Shijin Wang, Cong Liu, Guoping Hu
2023 J jnl
Learning to Perturb for Contrastive Learning of Unsupervised Sentence Representations.
IEEE ACM Trans. Audio Speech Lang. Process.
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 — conf
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders Are Better Dense Retrievers.
ECML/PKDD (2)
Kun Zhou, Xiao Liu, Yeyun Gong, Wayne Xin Zhao, Daxin Jiang, Nan Duan, Ji-Rong Wen
2023 A* conf
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph.
EMNLP
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2023 — conf
Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.
ACL (1)
Ze-Feng Gao, Kun Zhou, Peiyu Liu, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
StructGPT: A General Framework for Large Language Model to Reason over Structured Data.
EMNLP
Jinhao Jiang, Kun Zhou, Zican Dong, Keming Ye, Xin Zhao, Ji-Rong Wen
2023 J jnl
StructGPT: A General Framework for Large Language Model to Reason over Structured Data.
CoRR
Jinhao Jiang, Kun Zhou, Zican Dong, Keming Ye, Wayne Xin Zhao, Ji-Rong Wen
2023 A* conf
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph.
ICLR
Jinhao Jiang, Kun Zhou, Xin Zhao, Ji-Rong Wen
2023 — conf
Visually-augmented pretrained language models for NLP tasks without images.
ACL (1)
Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Qinyu Zhang, Ji-Rong Wen
2023 J jnl
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning.
CoRR
Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen
2022 — conf
$Great Truths are Always Simple: $ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models.
NAACL-HLT (Findings)
Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System.
CoRR
Yuanhang Zhou, Kun Zhou, Wayne Xin Zhao, Cheng Wang, Peng Jiang, He Hu
2022 B conf
Complex Question Answering over Incomplete Knowledge Graph as N-ary Link Prediction.
IJCNN
Daoguang Zan, Sirui Wang, Hongzhi Zhang, Kun Zhou, Wei Wu, Wayne Xin Zhao, Bingchao Wu, Bei Guan, Yongji Wang
2022 — conf
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network.
ACL (1)
Zheng Gong, Kun Zhou, Wayne Xin Zhao, Jing Sha, Shijin Wang, Ji-Rong Wen
2022 A conf
C²-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System.
WSDM
Yuanhang Zhou, Kun Zhou, Wayne Xin Zhao, Cheng Wang, Peng Jiang, He Hu
2022 — conf
Debiased Contrastive Learning of Unsupervised Sentence Representations.
ACL (1)
Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Debiased Contrastive Learning of Unsupervised Sentence Representations.
CoRR
Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen
2022 A* conf
Filter-enhanced MLP is All You Need for Sequential Recommendation.
WWW
Kun Zhou, Hui Yu, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Filter-enhanced MLP is All You Need for Sequential Recommendation.
CoRR
Kun Zhou, Hui Yu, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2022 A* conf
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding.
KDD
Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Ji-Rong Wen
2022 J jnl
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding.
CoRR
Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Ji-Rong Wen
2022 J jnl
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers.
CoRR
Kun Zhou, Xiao Liu, Yeyun Gong, Wayne Xin Zhao, Daxin Jiang, Nan Duan, Ji-Rong Wen
2022 — conf
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.
EMNLP (Industry Track)
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan
2022 J jnl
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.
CoRR
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen
2022 A* conf
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning.
KDD
Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning.
CoRR
Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022 J jnl
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph.
CoRR
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2022 J jnl
Visually-augmented pretrained language models for NLP tasks without images.
CoRR
Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Qinyu Zhang, Ji-Rong Wen
2021 A* conf
A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps.
WWW
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo, Ji-Rong Wen
2021 J jnl
BERT4SO: Neural Sentence Ordering by Fine-tuning BERT.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Pan Du
2021 — conf
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System.
ACL (demo)
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2021 J jnl
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System.
CoRR
Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2021 J jnl
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark.
CoRR
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021 — conf
Content Selection Network for Document-Grounded Retrieval-Based Chatbots.
ECIR (1)
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
2021 J jnl
Content Selection Network for Document-grounded Retrieval-based Chatbots.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
2021 A conf
Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation.
CIKM
Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Jing Cai, Yancheng He, Cunxiang Yin, Ji-Rong Wen
2021 J jnl
Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation.
CoRR
Hui Wang, Kun Zhou, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2021 A* conf
Neural Sentence Ordering Based on Constraint Graphs.
AAAI
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
2021 J jnl
Neural Sentence Ordering Based on Constraint Graphs.
CoRR
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
2021 A* conf
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.
SIGIR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
2021 J jnl
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
2021 — conf
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.
EMNLP (1)
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
2021 J jnl
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models.
CoRR
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
2020 A* conf
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion.
KDD
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu
2020 J jnl
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion.
CoRR
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu
2020 J jnl
Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
CoRR
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 — conf
Improving Multi-turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
PAKDD (2)
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 B conf
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension.
COLING
Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
2020 A conf
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.
CIKM
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
2020 J jnl
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.
CoRR
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
2020 A conf
Leveraging Historical Interaction Data for Improving Conversational Recommender System.
CIKM
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 J jnl
Leveraging Historical Interaction Data for Improving Conversational Recommender System.
CoRR
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 A conf
Multi-modal Knowledge Graphs for Recommender Systems.
CIKM
Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng
2020 A conf
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CIKM
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 J jnl
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CoRR
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 B conf
Towards Topic-Guided Conversational Recommender System.
COLING
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen
2020 J jnl
Towards Topic-Guided Conversational Recommender System.
CoRR
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen