面向神经机器翻译的结构学习方法研究
61876035
2018
F0606.自然语言处理
肖桐
面上项目
教授
东北大学
62万元
神经机器翻译;机器翻译;神经网络;结构学习
2019-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Topology-Sensitive Neural Architecture Search for Language Modeling | 期刊论文 | Quan Du;Nuo Xu;Yinqiao Li;Tong Xiao;Jingbo Zhu |
| 2 | Towards Fully 8-bit Integer Inference for the Transformer Model | 会议论文 | Ye Lin;Yanyang Li;Tengbo Liu;Tong Xiao;Tongran Liu;Jingbo Zhu |
| 3 | An Efficient Transformer Decoder with Compressed Sub-layers | 会议论文 | Yanyang Li;Ye Lin;Tong Xiao;Jingbo Zhu |
| 4 | 利用图像描述与知识图谱增强表示的视觉问答 | 期刊论文 | 王屹超;朱慕华;许晨;张琰;王会珍;朱靖波 |
| 5 | Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation | 会议论文 | Qiang Wang;Tong Xiao;Jingbo Zhu |
| 6 | Weight Distillation: Transferring the Knowledge in Neural Network Parameters | 会议论文 | Ye Lin;Yanyang Li;Ziyang Wang;Bei Li;Quan Du;Tong Xiao;Jingbo Zhu |
| 7 | Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders | 会议论文 | Chen Xu;Bojie Hu;Yanyang Li;Yuhao Zhang;Shen Huang;Qi Ju;Tong Xiao;Jingbo Zhu |
| 8 | 从粗粒度到细粒度的神经机器翻译系统推断加速方法 | 期刊论文 | 张裕浩;许诺;李垠桥;肖桐;朱靖波 |
| 9 | Layer-Wise Multi-View Learning for Neural Machine Translation | 会议论文 | Qiang Wang;Changliang Li;Yue Zhang;Tong Xiao;Jingbo Zhu |
| 10 | Learning Architectures from an Extended Search Space for Language Modeling | 会议论文 | Yinqiao Li;Chi Hu;Yuhao Zhang;Nuo Xu;Yufan Jiang;Tong Xiao;Jingbo Zhu;Tongran Liu;Changliang Li |
| 11 | The NiuTrans System for the WMT21 Efficiency Task | 会议论文 | Chenglong Wang;Chi Hu;Yongyu Mu;Zhongxiang Yan;Siming Wu;Yimin Hu;Hang Cao;Bei Li;Ye Lin;Tong Xiao;Jingbo Zhu |
| 12 | 中国计算机学会CCF-NLPCC青年新锐奖 | 奖励 | 肖桐 |
| 13 | RankNAS: Efficient Neural Architecture Search by Pairwise Ranking | 会议论文 | Chi Hu;Chenglong Wang;Xiangnan Ma;Xia Meng;Yinqiao Li;Tong Xiao;Jingbo Zhu;Changliang Li |
| 14 | Shallow-to-Deep Training for Neural Machine Translation | 会议论文 | Bei Li;Ziyang Wang;Hui Liu;Yufan Jiang;Quan Du;Tong Xiao;Huizhen Wang;Jingbo Zhu |
| 15 | Neural Machine Translation with Joint Representation | 会议论文 | Yanyang Li;Qiang Wang;Tong Xiao;Tongran Liu;Jingbo Zhu |
| 16 | The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task | 会议论文 | Chen Xu;Xiaoqian Liu;Xiaowen Liu;Laohu Wang;Canan Huang;Tong Xiao;Jingbo Zhu |
| 17 | NiuTrans Submission for CCMT19 Quality Estimation Task | 会议论文 | Ziyang Wang;Hui Liu;Hexuan Chen;Kai Feng;Zeyang Wang;Bei Li;Chen Xu;Tong Xiao;Jingbo Zhu |
| 18 | 机器翻译:基础与模型 | 专著 | 肖桐;朱靖波 |
| 19 | On Vision Features in Multimodal Machine Translation | 会议论文 | Bei Li;Chuanhao Lv;Zefan Zhou;Tao Zhou;Tong Xiao;Anxiang Ma;Jingbo Zhu |
| 20 | The NiuTrans System for WNGT 2020 Efficiency Task | 会议论文 | Chi Hu;Bei Li;Ye Lin;Yinqiao Li;Yanyang Li;Chenglong Wang;Tong Xiao;Jingbo Zhu |
| 21 | Learning Multiscale Transformer Models for Sequence Generation | 会议论文 | Bei Li;Tong Zheng;Yi Jing;Chengbo Jiao;Tong Xiao;Jingbo Zhu |
| 22 | Learning Deep Transformer Models for Machine Translation | 会议论文 | Qiang Wang;Bei Li;Tong Xiao;Jingbo Zhu;Changliang Li;Derek F. Wong;Lidia S. Chao |
| 23 | A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction | 会议论文 | Yanyang Li;Yingfeng Luo;Ye Lin;Quan Du;Huizhen Wang;Shujian Huang;Tong Xiao;Jingbo Zhu |
| 24 | Sharing Attention Weights for Fast Transformer | 会议论文 | Tong Xiao;Yinqiao Li;Jingbo Zhu;Zhengtao Yu;Tongran Liu |
| 25 | Analysis of Back-translation Methods for Low-Resource Neural Machine Translation | 会议论文 | Nuo Xu;Yinqiao Li;Chen Xu;Yanyang Li;Bei Li;Tong Xiao;Jingbo Zhu |
| 26 | Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition | 会议论文 | Yufan Jiang;Chi Hu;Tong Xiao;Chunliang Zhang;Jingbo Zhu |
| 27 | Bag of Tricks for Optimizing Transformer Efficiency | 会议论文 | Ye Lin;Yanyang Li;Tong Xiao;Jingbo Zhu |
| 28 | Dynamic Curriculum Learning for Low-Resource Neural Machine Translation | 会议论文 | Chen Xu;Bojie Hu;Yufan Jiang;Kai Feng;Zeyang Wang;Shen Huang;Qi Ju;Tong Xiao;Jingbo Zhu |
| 29 | ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation | 会议论文 | Bei Li;Quan Du;Tao Zhou;Yi Jing;Shuhan Zhou;Xin Zeng;Tong Xiao;Jingbo Zhu;Xuebo Liu;Min Zhang |
| 30 | Learning Light-Weight Translation Models from Deep Transformer | 会议论文 | Bei Li;Ziyang Wang;Hui Liu;Quan Du;Tong Xiao;Chunliang Zhang;Jingbo Zhu |
| 31 | Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation | 会议论文 | Bei Li;Hui Liu;Ziyang Wang;Yufan Jiang;Tong Xiao;Jingbo Zhu;Tongran Liu;Changliang Li |
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