Xiaoyan Zhu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 98

Top Venues

CoRR

ACL (1)

IJCAI

COLING

Publications

Yunqi Cai, Lantian Li, Andrew Abel, Xiaoyan Zhu, Dong Wang
Maximum Gaussianality training for deep speaker vector normalization. Pattern Recognit. 145 (2024)
Qi Zhu, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
Building Multi-domain Dialog State Trackers from Single-domain Dialogs. EMNLP (2023)
Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. CoRR (2023)
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Lei Liu, Xiaoyan Zhu, Minlie Huang
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training. Mach. Intell. Res. 20 (2) (2023)
Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. AAAI (2023)
Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. ACL (1) (2023)
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. ACL (Findings) (2022)
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. EMNLP (2022)
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. IJCAI (2022)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
Rethinking and Refining the Distinct Metric. ACL (2) (2022)
Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang
Continual Prompt Tuning for Dialog State Tracking. ACL (1) (2022)
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Xiaoyan Zhu, Jie Tang, Minlie Huang
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training. CoRR (2022)
Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang
KPT: Keyword-guided Pre-training for Grounded Dialog Generation. CoRR (2022)
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation. CoRR (2022)
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. ACL (1) (2022)
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. CoRR (2022)
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang
Rethinking and Refining the Distinct Metric. CoRR (2022)
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization. CoRR (2022)
Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang
Continual Prompt Tuning for Dialog State Tracking. CoRR (2022)
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
CPM: A large-scale generative Chinese Pre-trained language model. AI Open 2 (2021)
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR (2021)
Yunqi Cai, Lantian Li, Andrew Abel, Xiaoyan Zhu, Dong Wang
Deep Normalization for Speaker Vectors. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. ACL/IJCNLP (Findings) (2021)
Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang
A Semantic-based Method for Unsupervised Commonsense Question Answering. CoRR (2021)
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang
EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training. CoRR (2021)
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. CoRR (2021)
Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu
EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. EMNLP (1) (2021)
Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer. ACL/IJCNLP (Findings) (2021)
Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer. CoRR (2021)
Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang
A Semantic-based Method for Unsupervised Commonsense Question Answering. ACL/IJCNLP (1) (2021)
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun
CPM-2: Large-scale cost-effective pre-trained language models. AI Open 2 (2021)
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. CoRR (2021)
Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. ACL (2020)
Jian Guan, Fei Huang, Zhihao Zhao, Xiaoyan Zhu, Minlie Huang
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. CoRR (2020)
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. EMNLP (1) (2020)
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge. EMNLP (1) (2020)
Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation. CoRR (2020)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. ACL (demo) (2020)
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
A Large-Scale Chinese Short-Text Conversation Dataset. NLPCC (1) (2020)
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
A Large-Scale Chinese Short-Text Conversation Dataset. CoRR (2020)
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. CoRR (2020)
Fei Huang, Dazhen Wan, Zhihong Shao, Pei Ke, Jian Guan, Yilin Niu, Xiaoyan Zhu, Minlie Huang
CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation. CoRR (2020)
Zheng Zhang, Ryuichi Takanobu, Minlie Huang, Xiaoyan Zhu
Recent Advances and Challenges in Task-oriented Dialog System. CoRR (2020)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. CoRR (2020)
Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR (2020)
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
Challenges in Building Intelligent Open-domain Dialog Systems. ACM Trans. Inf. Syst. 38 (3) (2020)
Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR (2020)
Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset. CoRR (2020)
Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. Trans. Assoc. Comput. Linguistics 8 (2020)
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
Robust Reading Comprehension With Linguistic Constraints via Posterior Regularization. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset. Trans. Assoc. Comput. Linguistics 8 (2020)
Mantong Zhou, Zhouxing Shi, Minlie Huang, Xiaoyan Zhu
Knowledge-Aided Open-Domain Question Answering. CoRR (2020)
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
SentiLR: Linguistic Knowledge Enhanced Language Representation for Sentiment Analysis. CoRR (2019)
Zheng Zhang, Minlie Huang, Zhongzhou Zhao, Feng Ji, Haiqing Chen, Xiaoyan Zhu
Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems. ACM Trans. Inf. Syst. 37 (3) (2019)
Zhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model. CoRR (2019)
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization. CoRR (2019)
Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
ARAML: A Stable Adversarial Training Framework for Text Generation. CoRR (2019)
Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu
Domain-Constrained Advertising Keyword Generation. WWW (2019)
Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
ARAML: A Stable Adversarial Training Framework for Text Generation. EMNLP/IJCNLP (1) (2019)
Zhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model. EMNLP/IJCNLP (1) (2019)
Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW (2019)
Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu
Domain-Constrained Advertising Keyword Generation. CoRR (2019)
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
Challenges in Building Intelligent Open-domain Dialog Systems. CoRR (2019)
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
Story Ending Selection by Finding Hints From Pairwise Candidate Endings. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu
Aspect-level Sentiment Analysis using AS-Capsules. WWW (2019)
Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu
Commonsense Knowledge Aware Conversation Generation with Graph Attention. IJCAI (2018)
Zheng Zhang, Minlie Huang, Zhongzhou Zhao, Feng Ji, Haiqing Chen, Xiaoyan Zhu
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. CoRR (2018)
Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu
Reinforcement Learning for Relation Classification From Noisy Data. AAAI (2018)
Jun Feng, Minlie Huang, Yijie Zhang, Yang Yang, Xiaoyan Zhu
Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning. CoRR (2018)
Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. CoRR (2018)
Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu
Generating Informative Responses with Controlled Sentence Function. ACL (1) (2018)
Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu
Sentiment Analysis by Capsules. WWW (2018)
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. AAAI (2018)
Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu
An Operation Network for Abstractive Sentence Compression. COLING (2018)
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
An Interpretable Reasoning Network for Multi-Relation Question Answering. COLING (2018)
Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu
Reinforcement Learning for Relation Classification from Noisy Data. CoRR (2018)
Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu
Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning. WWW (2018)
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Feng-Lin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning. IJCAI (2018)
Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu
Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation. IJCAI (2018)
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions. AAAI (2017)
Daoyi Li, Minlie Huang, Yongfeng Zhang, Xiaoyan Zhu
Give me Something Unknown: Incorporate Exploration Preference in Cognition into Recommender System. ICTAI (2017)
Minlie Huang, Qiao Qian, Xiaoyan Zhu
Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification. ACM Trans. Inf. Syst. 35 (3) (2017)
Han Xiao, Minlie Huang, Xiaoyan Zhu
SAR: A Semantic Analysis Approach for Recommendation. CoRR (2017)
Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu
Assigning personality/identity to a chatting machine for coherent conversation generation. CoRR (2017)
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory. CoRR (2017)
Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu
Linguistically Regularized LSTM for Sentiment Classification. ACL (1) (2017)
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint. AAAI (2016)
Yequan Wang, Minlie Huang, Xiaoyan Zhu, Li Zhao
Attention-based LSTM for Aspect-level Sentiment Classification. EMNLP (2016)
Yipeng Jiang, Yu Hao, Xiaoyan Zhu
A Chinese text paraphrase detection method based on dependency tree. ICNSC (2016)
Jun Feng, Minlie Huang, Mingdong Wang, Mantong Zhou, Yu Hao, Xiaoyan Zhu
Knowledge Graph Embedding by Flexible Translation. KR (2016)
Han Xiao, Minlie Huang, Xiaoyan Zhu
TransG : A Generative Model for Knowledge Graph Embedding. ACL (1) (2016)
Qiao Qian, Minlie Huang, Xiaoyan Zhu
Linguistically Regularized LSTMs for Sentiment Classification. CoRR (2016)
Han Xiao, Minlie Huang, Xiaoyan Zhu
From One Point to a Manifold: Knowledge Graph Embedding for Precise Link Prediction. IJCAI (2016)
Jun Feng, Minlie Huang, Yang Yang, Xiaoyan Zhu
GAKE: Graph Aware Knowledge Embedding. COLING (2016)
Han Xiao, Minlie Huang, Xiaoyan Zhu
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions. CoRR (2016)
Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu
Product Review Summarization by Exploiting Phrase Properties. COLING (2016)
Hao Zhou, Minlie Huang, Xiaoyan Zhu
Context-aware Natural Language Generation for Spoken Dialogue Systems. COLING (2016)
Han Xiao, Minlie Huang, Xiaoyan Zhu
Knowledge Semantic Representation: A Generative Model for Interpretable Knowledge Graph Embedding. CoRR (2016)
Li Zhao, Minlie Huang, Jiashen Sun, Hengliang Luo, Xiankai Yang, Xiaoyan Zhu
Sentiment Extraction by Leveraging Aspect-Opinion Association Structure. CIKM (2015)
Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu
Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling. IJCAI (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoyan Zhu