Fuli Luo (罗福莉)
2019/9/4
Attribute Controllable Text Rewriting and Generation 将⻔门创投Talk
About Me
Education
momy
flowchart•Bachelor of Beijing Normal University (北北京师范⼤大学), Major in Computer Science •Master of Peking University(北北京⼤大学), Co-advid by Zhifang Sui (穗志⽅方)and Xu Sun (孙栩) Rearch Interest
•Generation: text style transfer, ntiment controllable text generation •Semantics: word n disambiguation, mantic controllable text generation Publications
•10+ papers accepted by ACL(9), EMNLP(2), IJCAI(2), AAAI(1), 6 first authored papers
Full Publications
First-author:
1.Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Zhifang Sui and
Xu Sun, Towards Unsupervid Fine-grained Sentimentupdating什么意思
Modification, ACL 2019
2.Fuli Luo, Damai Dai, Pengcheng Yang, Zhifang Sui and Xu Sun,
Learning to Control the Fine-grained Sentiment for Story
sypEnding Generation, ACL 2019
3.Fuli Luo, Peng Li, Jie Zhou, Zhifang Sui and Xu Sun, A Dual
Reinforcement Learning Framework for Unsupervid Text
Style Transfer, IJCAI 2019
h p4.Fuli Luo, Shunyao Li, Pengcheng Yang, Zhifang Sui and Xu
Sun, Pun-GAN: Generative Adversarial Network for Pun
Generation, EMNLP 2019
大学梦5.Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang and Zhifang
Sui, Incorporating Gloss into Neural Word Sen
Disambiguation, ACL 2018
6.Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Zhifang Sui and
Baobao Chang, Leveraging Knowledge in Neural Word Sen Disambiguation by Hierarchical Co-Attention, EMNLP 2018Co-author:语言学习规律
7.Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu and Xu Sun, A Morphology-
Aware Alignment Model for Bilingual Lexicon Induction, ACL 2019
8.Tianyu Liu, Fuli Luo, Wei Wu, and Zhifang Sui, Towards Comprehensive
Description Generation from Factual Attribute-value Tables, ACL 2019
9.Pengcheng Yang,Fuli Luo, Shuming Ma, Junyang Lin and Xu Sun,A Deep
Reinforced Sequence-to-Set Model for Multi-Label Classification, ACL 2019 10.Chen Wu, Xuancheng Ren, Fuli Luo and Xu Sun, A Hierarchical Reinforced
Sequence Operation Method for Unsupervid Text Style Transfer, ACL 2019 11.Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li and Xu Sun, Automatic
Commenting Bad on Cross-Modal Information, ACL 2019
12.Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu and Xu Sun,Enhancing Topic-to-
Essay Generation with External Commonn Knowledge, ACL 2019
13.Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li and Xu Sun, A Commonn-
Driven Generative Model for Visual Storytelling, IJCAI 2019
14.Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang and Zhifang Sui,
during是什么意思Hierarchical Encoder with Auxiliary Supervision for Table-to-text Generation: Learning Better Repres
entation for Tables, AAAI 2018
•“Attribute”
•Binary attribute: Binary ntiment / style
Text Attribute Transfer
•Fine-grained attribute: Ratings or continuous values
Fine-grained Attribute Rewriting
ire
•Multiple attributes: Semantics, e.g., word ns
Attribute Controllable Generation
•“Attribute”
•Binary attribute: Text Attribute Transfer
• A Sequence Operation Method for Text Style Transfer. ACL 2019.
• A Dual Reinforcement Learning Framework for Unsupervid Text Style Transfer. IJCAI 2019.
•Fine-grained attribute: Fine-grained Attribute Rewriting
•Fine-grained Text Sentiment Transfer. ACL2019.
•Learning to Control the Fine-grained Sentiment for Story Ending Generation. ACL2019.
•Multiple attributes: Attribute Controllable Generation
•Pun-GAN: Generative Adversarial Network for Pun Generation. EMNLP 2019.
•Incorporating Gloss into Neural Word Sen Disambiguation. ACL 2018.
drew eley
•Enhancing Topic-to-Essay Generation with External Commonn Knowledge. ACL 2019.
