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Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention


Nov 14, 2022
Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie

* Accepted by EMNLP 2022 Main Conference 

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Self-explaining deep models with logic rule reasoning


Oct 18, 2022
Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha

* 26 pages including reference, checklist, and appendix. Accepted in NeurIPS 2022 

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Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization


Oct 10, 2022
Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie

* Work in Progress. Preprint 

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Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation


Jul 13, 2022
Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie

* NAACL 2022 

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CCPM: A Chinese Classical Poetry Matching Dataset


Jun 03, 2021
Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang


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Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction


May 10, 2021
Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua

* Accepted by NAACL2021, 9 pages, 5 figures 

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MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space


Mar 13, 2020
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

* 8 pages, 5 figures, published in AAAI 2020 

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Chinese Poetry Generation with a Salient-Clue Mechanism


Sep 12, 2018
Xiaoyuan Yi, Ruoyu Li, Maosong Sun

* 10pages, 1.5 page for references, 6 figures, 3 tables, will be published in CoNLL 2018 

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Chinese Poetry Generation with a Working Memory Model


Sep 12, 2018
Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang

* In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, pages 4553-4559, Stockholm, Sweden, 2018 
* 7 pages, 3 figures, 4 tables, published in proceedings of IJCAI 2018 

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Generating Chinese Classical Poems with RNN Encoder-Decoder


Apr 06, 2016
Xiaoyuan Yi, Ruoyu Li, Maosong Sun

* 12 pages, 8 figures, 4 tables 

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