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SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers


Dec 20, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

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* Working in progress; 9 pages, 2 figures 

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HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation


Dec 17, 2022
Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang

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* 17 pages; 5 figures 

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Grammatical Error Correction: A Survey of the State of the Art


Nov 16, 2022
Christopher Bryant, Zheng Yuan, Muhammad Reza Qorib, Hannan Cao, Hwee Tou Ng, Ted Briscoe

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Graded-Q Reinforcement Learning with Information-Enhanced State Encoder for Hierarchical Collaborative Multi-Vehicle Pursuit


Oct 24, 2022
Yiying Yang, Xinhang Li, Zheng Yuan, Qinwen Wang, Chen Xu, Lin Zhang

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* 8 pages with 6 figures 

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Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning


Apr 20, 2022
Hongyi Yuan, Zheng Yuan, Sheng Yu

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* Accepted by NAACL 2022 

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Confidence Estimation Transformer for Long-term Renewable Energy Forecasting in Reinforcement Learning-based Power Grid Dispatching


Apr 10, 2022
Xinhang Li, Zihao Li, Nan Yang, Zheng Yuan, Qinwen Wang, Yiying Yang, Yupeng Huang, Xuri Song, Lei Li, Lin Zhang

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BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model


Apr 08, 2022
Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu

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* Accepted by BioNLP 2022, Long Paper 

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Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations


Apr 01, 2022
Sihang Zeng, Zheng Yuan, Sheng Yu

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* Accepted by BioNLP 2022, Short Paper 

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