Yi Zhang

According to our database, Yi Zhang authored at least 18 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge.

Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun

IEEE ACM Trans. Audio Speech Lang. Process., 2022

2021

A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.

Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method.

Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang

IEEE Trans. Knowl. Data Eng., 2020

Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models.

Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Parallel Data Augmentation for Formality Style Transfer.

Yi Zhang, Tao Ge, Xu Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency.

Bingzhen Wei, Xuancheng Ren, Yi Zhang, Xiaoyan Cai, Qi Su, Xu Sun

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO).

Xu Sun, Shuming Ma, Yi Zhang, Xuancheng Ren

Inf. Sci., 2019

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting.

Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun

CoRR, 2019

PKUSEG: A Toolkit for Multi-Domain Chinese Word Segmentation.

Ruixuan Luo, Jingjing Xu, Yi Zhang, Xuancheng Ren, Xu Sun

CoRR, 2019

2018

A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification.

Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun

CoRR, 2018

Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron.

Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei

Proceedings of the Natural Language Processing and Chinese Computing, 2018

A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction.

Yi Zhang, Xu Sun

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning Sentiment Memories for Sentiment Modification without Parallel Data.

Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation.

Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing.

Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang

CoRR, 2017

Does Higher Order LSTM Have Better Accuracy in Chunking and Named Entity Recognition?

Yi Zhang, Xu Sun, Yang Yang

CoRR, 2017

Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network.

Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun

Proceedings of the Natural Language Processing and Chinese Computing, 2017