publications

2023

1. ACL

   PAED: Zero-Shot Persona Attribute Extraction in Dialogues

   Luyao Zhu, Wei Li, Rui Mao, and 2 more authors

   In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Jul 2023

   Bib PDF Code

   @inproceedings{zhu-etal-2023-paed,
     title = {{PAED}: Zero-Shot Persona Attribute Extraction in Dialogues},
     author = {Zhu, Luyao and Li, Wei and Mao, Rui and Pandelea, Vlad and Cambria, Erik},
     booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     month = jul,
     year = {2023},
     address = {Toronto, Canada},
     publisher = {Association for Computational Linguistics},
     url = {https://aclanthology.org/2023.acl-long.544},
     pages = {9771--9787},
     dimensions = {true},
   }

2. AAAI

   SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition

   Wei Li, Luyao Zhu, Rui Mao, and 1 more author

   Proceedings of the AAAI Conference on Artificial Intelligence, Jun 2023

   Bib PDF Code

   @article{Li_Zhu_Mao_Cambria_2023,
     title = {SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition},
     volume = {37},
     url = {https://ojs.aaai.org/index.php/AAAI/article/view/26541},
     doi = {10.1609/aaai.v37i11.26541},
     number = {11},
     journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
     author = {Li, Wei and Zhu, Luyao and Mao, Rui and Cambria, Erik},
     year = {2023},
     month = jun,
     pages = {13121-13129},
     dimensions = {true},
   }

2022

1. TAC

   ECPEC: Emotion-Cause Pair Extraction in Conversations

   Wei Li, Yang Li, Vlad Pandelea, and 3 more authors

   IEEE Transactions on Affective Computing, Jun 2022

   Bib HTML PDF Code

   @article{9926166,
     author = {Li, Wei and Li, Yang and Pandelea, Vlad and Ge, Mengshi and Zhu, Luyao and Cambria, Erik},
     journal = {IEEE Transactions on Affective Computing},
     title = {ECPEC: Emotion-Cause Pair Extraction in Conversations},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-12},
     doi = {10.1109/TAFFC.2022.3216551},
     dimensions = {true}
   }

2021

1. TNNLS

   SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis

   Luyao Zhu, Wei Li, Yong Shi, and 1 more author

   IEEE Transactions on Neural Networks and Learning Systems, Jun 2021

   Bib HTML PDF

   @article{9142399,
     author = {Zhu, Luyao and Li, Wei and Shi, Yong and Guo, Kun},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     title = {SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis},
     year = {2021},
     volume = {32},
     number = {6},
     pages = {2561-2572},
     doi = {10.1109/TNNLS.2020.3006531},
     dimensions = {true},
   }

2. KBS

   Taylor’s theorem: A new perspective for neural tensor networks

   Wei Li, Luyao Zhu, and Erik Cambria

   Knowledge-Based Systems, Jun 2021

   Bib HTML PDF Code

   @article{li2021taylor,
     title = {Taylor’s theorem: A new perspective for neural tensor networks},
     author = {Li, Wei and Zhu, Luyao and Cambria, Erik},
     journal = {Knowledge-Based Systems},
     volume = {228},
     pages = {107258},
     year = {2021},
     doi = {10.1016/j.knosys.2021.107258},
     publisher = {Elsevier},
     dimensions = {true}
   }

3. ASC

   Stock trading rule discovery with double deep Q-network

   Yong Shi, Wei Li, Luyao Zhu*, and 2 more authors

   Applied Soft Computing, Jun 2021

   Bib HTML PDF Code

   @article{shi2021stock,
     title = {Stock trading rule discovery with double deep Q-network},
     author = {Shi, Yong and Li, Wei and Zhu*, Luyao and Guo, Kun and Cambria, Erik},
     journal = {Applied Soft Computing},
     volume = {107},
     pages = {107320},
     year = {2021},
     doi = {10.1016/j.asoc.2021.107320},
     publisher = {Elsevier},
     dimensions = {true}
   }

2020

1. ASC

   User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models

   Wei Li, Luyao Zhu*, Yong Shi, and 2 more authors

   Applied Soft Computing, Jun 2020

   Bib HTML PDF

   @article{li2020user,
     title = {User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models},
     author = {Li, Wei and Zhu*, Luyao and Shi, Yong and Guo, Kun and Cambria, Erik},
     journal = {Applied Soft Computing},
     volume = {94},
     pages = {106435},
     year = {2020},
     publisher = {Elsevier},
     doi = {10.1016/j.asoc.2020.106435},
     dimensions = {true},
   }

2019

1. IJITDM

   Survey on classic and latest textual sentiment analysis articles and techniques

   Yong Shi, Luyao Zhu, Wei Li, and 2 more authors

   International Journal of Information Technology & Decision Making, Jun 2019

   Bib HTML

   @article{shi2019survey,
     title = {Survey on classic and latest textual sentiment analysis articles and techniques},
     author = {Shi, Yong and Zhu, Luyao and Li, Wei and Guo, Kun and Zheng, Yuanchun},
     journal = {International Journal of Information Technology \& Decision Making},
     volume = {18},
     number = {04},
     pages = {1243--1287},
     year = {2019},
     doi = {10.1142/S0219622019300015},
     publisher = {World Scientific},
     dimensions = {true}
   }

2018

1. KBS

   DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain

   Wei Li, Kun Guo, Yong Shi, and 2 more authors

   Knowledge-Based Systems, Jun 2018

   Bib HTML PDF

   @article{li2018dwwp,
     title = {DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain},
     author = {Li, Wei and Guo, Kun and Shi, Yong and Zhu, Luyao and Zheng, Yuanchun},
     journal = {Knowledge-Based Systems},
     volume = {146},
     pages = {203--214},
     year = {2018},
     doi = {10.1016/j.knosys.2018.02.004},
     dimensions = {true},
     publisher = {Elsevier}
   }

2. ICDMW

   Intrinsic or extrinsic evaluation: An overview of word embedding evaluation

   Yong Shi, Yuanchun Zheng, Kun Guo, and 2 more authors

   In 2018 IEEE international conference on data mining workshops (ICDMW), Jun 2018

   Bib HTML

   @inproceedings{shi2018intrinsic,
     title = {Intrinsic or extrinsic evaluation: An overview of word embedding evaluation},
     author = {Shi, Yong and Zheng, Yuanchun and Guo, Kun and Zhu, Luyao and Qu, Yi},
     booktitle = {2018 IEEE international conference on data mining workshops (ICDMW)},
     pages = {1255--1262},
     year = {2018},
     doi = {10.1109/ICDMW.2018.00179},
     organization = {IEEE},
     dimensions = {true}
   }

3. ADS

   Build a tourism-specific sentiment lexicon via word2vec

   Wei Li, Luyao Zhu, Kun Guo, and 2 more authors

   Annals of Data Science, Jun 2018

   Bib PDF

   @article{li2018build,
     title = {Build a tourism-specific sentiment lexicon via word2vec},
     author = {Li, Wei and Zhu, Luyao and Guo, Kun and Shi, Yong and Zheng, Yuanchun},
     journal = {Annals of Data Science},
     volume = {5},
     pages = {1--7},
     year = {2018},
     doi = {10.1007/s40745-017-0130-3},
     publisher = {Springer},
     dimensions = {true}
   }

4. ICCS

   Word Similarity Fails in Multiple Sense Word Embedding

   Yong Shi, Yuanchun Zheng, Kun Guo, and 2 more authors

   In Computational Science - ICCS 2018, Jun 2018

   Bib PDF

   @inproceedings{10.1007/978-3-319-93701-4_38,
     author = {Shi, Yong and Zheng, Yuanchun and Guo, Kun and Li, Wei and Zhu, Luyao},
     title = {Word Similarity Fails in Multiple Sense Word Embedding},
     booktitle = {Computational Science - ICCS 2018},
     year = {2018},
     publisher = {Springer International Publishing},
     pages = {489--498},
     doi = {10.1007/978-3-319-93701-4_38},
     dimensions = {true}
   }

2017

1. The tourism-specific sentiment vector construction based on kernel optimization function

   Luyao Zhu, Wei Li, Kun Guo, and 2 more authors

   Procedia computer science, Jun 2017

   Bib HTML PDF

   @article{zhu2017tourism,
     title = {The tourism-specific sentiment vector construction based on kernel optimization function},
     author = {Zhu, Luyao and Li, Wei and Guo, Kun and Shi, Yong and Zheng, Yuanchun},
     journal = {Procedia computer science},
     volume = {122},
     pages = {1162--1167},
     year = {2017},
     doi = {10.1016/j.procs.2017.11.487},
     publisher = {Elsevier},
     dimensions = {true}
   }

2. Improved new word detection method used in tourism field

   Wei Li, Kun Guo, Yong Shi, and 2 more authors

   Procedia Computer Science, Jun 2017

   Bib HTML PDF

   @article{li2017improved,
     title = {Improved new word detection method used in tourism field},
     author = {Li, Wei and Guo, Kun and Shi, Yong and Zhu, Luyao and Zheng, Yuanchun},
     journal = {Procedia Computer Science},
     volume = {108},
     pages = {1251--1260},
     year = {2017},
     doi = {10.1016/j.procs.2017.05.022},
     publisher = {Elsevier},
     dimensions = {true}
   }