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2020 – today
- 2023
[j27]Wei Huang
, Tong Xiao, Qi Liu, Zhenya Huang, Jianhui Ma, Enhong Chen:
HMNet: a hierarchical multi-modal network for educational video concept prediction. Int. J. Mach. Learn. Cybern. 14(9): 2913-2924 (2023)- [j26]Tong Xiao, Yiliang Wan, Jianjun Chen, Wenzhong Shi, Jianxin Qin, Deping Li:
Multiresolution-Based Rough Fuzzy Possibilistic -Means Clustering Method for Land Cover Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 570-580 (2023) - [j25]Yinqiao Li, Runzhe Cao, Qiaozhi He, Tong Xiao, Jingbo Zhu:
Learning Reliable Neural Networks with Distributed Architecture Representations. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(4): 109:1-109:20 (2023) - [j24]Tong Xiao, Zhe Quan, Zhi-Jie Wang, Kaiqi Zhao, Xiangke Liao, Huang Huang, Yunfei Du, Kenli Li:
LPV: A Log Parsing Framework Based on Vectorization. IEEE Trans. Netw. Serv. Manag. 20(3): 2711-2725 (2023) - [j23]Tong Xiao, Zhe Quan, Zhi-Jie Wang, Yuquan Le, Yunfei Du, Xiangke Liao, Kenli Li, Keqin Li:
Loader: A Log Anomaly Detector Based on Transformer. IEEE Trans. Serv. Comput. 16(5): 3479-3492 (2023) - [c118]Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu:
Prompting Neural Machine Translation with Translation Memories. AAAI 2023: 13519-13527 - [c117]Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu:
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data. AAAI 2023: 13984-13992 - [c116]Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
MobileNMT: Enabling Translation in 15MB and 30ms. ACL (industry) 2023: 368-378 - [c115]Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu:
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. ACL (2) 2023: 1340-1348 - [c114]Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu:
TranSFormer: Slow-Fast Transformer for Machine Translation. ACL (Findings) 2023: 6883-6896 - [c113]Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Augmenting Large Language Model Translators via Translation Memories. ACL (Findings) 2023: 10287-10299 - [c112]Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu:
Bridging the Granularity Gap for Acoustic Modeling. ACL (Findings) 2023: 10816-10833 - [c111]Hang Cao, Zhiquan Cao, Chi Hu, Baoyu Hou, Tong Xiao, Jingbo Zhu:
Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models. ACL (Findings) 2023: 12014-12027 - [c110]Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu:
CTC-based Non-autoregressive Speech Translation. ACL (1) 2023: 13321-13339 - [c109]Zhibo Ren, Huizhen Wang, Muhua Zhu, Yichao Wang, Tong Xiao, Jingbo Zhu:
Overcoming Language Priors with Counterfactual Inference for Visual Question Answering. CCL 2023: 58-71 - [c108]Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
Recent Advances in Direct Speech-to-text Translation. IJCAI 2023: 6796-6804 - [c107]Yuchen Han, Xiaoqian Liu, Hao Chen, Yuhao Zhang, Chen Xu, Tong Xiao, Jingbo Zhu:
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task. IWSLT@ACL 2023: 211-218 - [i68]Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu:
Prompting Neural Machine Translation with Translation Memories. CoRR abs/2301.05380 (2023) - [i67]Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu:
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. CoRR abs/2302.00444 (2023) - [i66]Yuting Ning, Jiayu Liu, Longhu Qin, Tong Xiao, Shangzi Xue, Zhenya Huang, Qi Liu, Enhong Chen, Jinze Wu:
A Novel Approach for Auto-Formulation of Optimization Problems. CoRR abs/2302.04643 (2023) - [i65]Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang, Zhoujun Li, Chao Bian:
Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models. CoRR abs/2303.10893 (2023) - [i64]Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. CoRR abs/2305.05948 (2023) - [i63]Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu:
TranSFormer: Slow-Fast Transformer for Machine Translation. CoRR abs/2305.16982 (2023) - [i62]Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu:
Bridging the Granularity Gap for Acoustic Modeling. CoRR abs/2305.17356 (2023) - [i61]Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu:
CTC-based Non-autoregressive Speech Translation. CoRR abs/2305.17358 (2023) - [i60]Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Augmenting Large Language Model Translators via Translation Memories. CoRR abs/2305.17367 (2023) - [i59]Bei Li, Rui Wang, Junliang Guo, Kaitao Song, Xu Tan, Hany Hassan, Arul Menezes, Tong Xiao, Jiang Bian, JingBo Zhu:
Deliberate then Generate: Enhanced Prompting Framework for Text Generation. CoRR abs/2305.19835 (2023) - [i58]Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
MobileNMT: Enabling Translation in 15MB and 30ms. CoRR abs/2306.04235 (2023) - [i57]Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu:
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. CoRR abs/2306.07650 (2023) - [i56]Ye Lin, Mingxuan Wang, Zhexi Zhang, Xiaohui Wang, Tong Xiao, Jingbo Zhu:
Understanding Parameter Sharing in Transformers. CoRR abs/2306.09380 (2023) - [i55]Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu:
Recent Advances in Direct Speech-to-text Translation. CoRR abs/2306.11646 (2023) - [i54]Xinyu Liu, Yan Ding, Kaikai An, Chunyang Xiao, Pranava Madhyastha, Tong Xiao, Jingbo Zhu:
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations. CoRR abs/2306.13971 (2023) - [i53]Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu:
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation. CoRR abs/2308.02223 (2023) - [i52]Chenglong Wang, Hang Zhou, Kaiyan Chang, Tongran Liu, Chunliang Zhang, Quan Du, Tong Xiao, Jingbo Zhu:
Learning Evaluation Models from Large Language Models for Sequence Generation. CoRR abs/2308.04386 (2023) - [i51]Chen Xu, Xiaoqian Liu, Erfeng He, Yuhao Zhang, Qianqian Dong, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang:
Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. CoRR abs/2309.12234 (2023) - [i50]Tong Zheng, Bei Li, Huiwen Bao, Weiqiao Shan, Tong Xiao, Jingbo Zhu:
PartialFormer: Modeling Part Instead of Whole. CoRR abs/2310.14921 (2023) - [i49]Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, Jingbo Zhu:
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs. CoRR abs/2310.17133 (2023) - [i48]Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. CoRR abs/2311.03810 (2023) - [i47]Tong Xiao, Jingbo Zhu:
Introduction to Transformers: an NLP Perspective. CoRR abs/2311.17633 (2023) - 2022
- [j22]Tong Xiao, Yiliang Wan, Rui Jin, Jianxin Qin, Tao Wu:
Integrating Gaussian Mixture Dual-Clustering and DBSCAN for Exploring Heterogeneous Characteristics of Urban Spatial Agglomeration Areas. Remote. Sens. 14(22): 5689 (2022) - [j21]Qi Chen, Oi Yee Kwong, Yinqiao Li, Tong Xiao, Jingbo Zhu:
Coarse-to-Fine Output Predictions for Efficient Decoding in Neural Machine Translation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(6): 1-12 (2022) - [c106]Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu:
On Vision Features in Multimodal Machine Translation. ACL (1) 2022: 6327-6337 - [c105]Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang:
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. ACL (1) 2022: 8335-8351 - [c104]Xin Zhang, Qi Liu, Wei Huang, Weidong He, Tong Xiao, Ye Huang:
Following the Lecturer: Hierarchical Knowledge Concepts Prediction for Educational Videos. CICAI (2) 2022: 159-170 - [c103]Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. EMNLP (Findings) 2022: 5646-5656 - [c102]Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu:
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection. EMNLP (Findings) 2022: 6232-6244 - [c101]Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu:
Learning Multiscale Transformer Models for Sequence Generation. ICML 2022: 13225-13241 - [c100]Tong Xiao, Shitao Chen, Kongtao Zhu, Rongyao Huang, Ao Li, Nanning Zheng, Jingmin Xin:
Injection Simulation: an Efficient Validation Framework for Autonomous Driving System. ITSC 2022: 472-478 - [c99]Yuhao Zhang, Canan Huang, Chen Xu, Xiaoqian Liu, Bei Li, Anxiang Ma, Tong Xiao, Jingbo Zhu:
The NiuTrans's Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task. IWSLT@ACL 2022: 232-238 - [c98]Lei Li, Zhe Quan, Zixu Wang, Tong Xiao, Xiaofei Jiang, Xinjian Hu, Peibing Du:
RIRCNN: A Fault Diagnosis Method for Aviation Turboprop Engine. SEKE 2022: 220-224 - [c97]Weiqiao Shan, Zhiquan Cao, Yuchen Han, Siming Wu, Yimin Hu, Jie Wang, Yi Zhang, Baoyu Hou, Hang Cao, Chenghao Gao, Xiaowen Liu, Tong Xiao, Anxiang Ma, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT22. WMT 2022: 366-374 - [e1]Tong Xiao, Juan Pino:
Machine Translation - 18th China Conference, CCMT 2022, Lhasa, China, August 6-10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1671, Springer 2022, ISBN 978-981-19-7959-0 [contents] - [i46]Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, Jingbo Zhu:
On Vision Features in Multimodal Machine Translation. CoRR abs/2203.09173 (2022) - [i45]Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang:
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation. CoRR abs/2203.09176 (2022) - [i44]Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu:
Learning Multiscale Transformer Models for Sequence Generation. CoRR abs/2206.09337 (2022) - [i43]Tong Xiao, Buye Xu, Chuming Zhao:
Spatially Selective Active Noise Control Systems. CoRR abs/2208.09997 (2022) - [i42]Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu:
Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data. CoRR abs/2212.01778 (2022) - [i41]Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu:
EIT: Enhanced Interactive Transformer. CoRR abs/2212.10197 (2022) - 2021
- [j20]Quan Du, Nuo Xu, Yinqiao Li, Tong Xiao, Jingbo Zhu:
Topology-Sensitive Neural Architecture Search for Language Modeling. IEEE Access 9: 107416-107423 (2021) - [j19]Ke Yuan, Yingjie Yan, Tong Xiao, Wenchao Zhang, Sufang Zhou, Chunfu Jia:
Privacy-Protection Scheme of a Credit-Investigation System Based on Blockchain. Entropy 23(12): 1657 (2021) - [j18]Quan Du, Kai Feng, Chen Xu, Tong Xiao, Jingbo Zhu:
Non-autoregressive neural machine translation with auxiliary representation fusion. J. Intell. Fuzzy Syst. 41(6): 7229-7239 (2021) - [j17]Yantao Shen, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang, Hongsheng Li:
Person Re-Identification With Deep Kronecker-Product Matching and Group-Shuffling Random Walk. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1649-1665 (2021) - [j16]Tong Xiao, Sipei Zhao, Xiaojun Qiu, Benjamin J. Halkon:
Using a Retro-Reflective Membrane and Laser Doppler Vibrometer for Real-Time Remote Acoustic Sensing and Control. Sensors 21(11): 3866 (2021) - [j15]Yiliang Wan, Yuwen Fei, Tao Wu, Rui Jin, Tong Xiao:
A Novel Impervious Surface Extraction Method Integrating POI, Vehicle Trajectories, and Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8804-8814 (2021) - [c96]Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu:
Learning Light-Weight Translation Models from Deep Transformer. AAAI 2021: 13217-13225 - [c95]Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu:
An Efficient Transformer Decoder with Compressed Sub-layers. AAAI 2021: 13315-13323 - [c94]Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu:
Weight Distillation: Transferring the Knowledge in Neural Network Parameters. ACL/IJCNLP (1) 2021: 2076-2088 - [c93]Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. ACL/IJCNLP (1) 2021: 2619-2630 - [c92]Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li:
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. EMNLP (1) 2021: 2469-2480 - [c91]Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu:
Bag of Tricks for Optimizing Transformer Efficiency. EMNLP (Findings) 2021: 4227-4233 - [c90]Sha Yuan, Zhou Shao, Yu Zhang, Tong Xiao, Yifan Wang:
Attention: to Better Stand on the Shoulders of Giants. AII@iConference 2021: 125-139 - [c89]Rongyao Huang, Kongtao Zhu, Shitao Chen, Tong Xiao, Meng Yang, Nanning Zheng:
A High-precision and Robust Odometry Based on Sparse MMW Radar Data and A Large-range and Long-distance Radar Positioning Data Set. ITSC 2021: 98-105 - [c88]Kongtao Zhu, Rongyao Huang, Shitao Chen, Tong Xiao, Ziyu Zhu, Xiang Cheng, Nanning Zheng:
Pose Correction of Autonomous Vehicles with Edge Computing. ITSC 2021: 143-148 - [c87]Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu:
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. IWSLT 2021: 92-99 - [c86]Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen:
Non-Autoregressive Translation by Learning Target Categorical Codes. NAACL-HLT 2021: 5749-5759 - [c85]Yingfeng Luo, Changliang Li, Canan Huang, Chen Xu, Xin Zeng, Binghao Wei, Tong Xiao, Jingbo Zhu:
Chinese Poetry Generation with Metrical Constraints. NLPCC (1) 2021: 377-388 - [c84]Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT21. WMT@EMNLP 2021: 265-272 - [c83]Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Yimin Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT 2021 Efficiency Task. WMT@EMNLP 2021: 787-794 - [i40]Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu:
An Efficient Transformer Decoder with Compressed Sub-layers. CoRR abs/2101.00542 (2021) - [i39]Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen:
Non-Autoregressive Translation by Learning Target Categorical Codes. CoRR abs/2103.11405 (2021) - [i38]Bei Li, Quan Du, Tao Zhou, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu:
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation. CoRR abs/2104.02308 (2021) - [i37]Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. CoRR abs/2105.05752 (2021) - [i36]Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu:
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task. CoRR abs/2107.02444 (2021) - [i35]Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu:
Bag of Tricks for Optimizing Transformer Efficiency. CoRR abs/2109.04030 (2021) - [i34]Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li:
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. CoRR abs/2109.07383 (2021) - [i33]Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT21 Efficiency Task. CoRR abs/2109.08003 (2021) - [i32]Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu:
The NiuTrans System for WNGT 2020 Efficiency Task. CoRR abs/2109.08008 (2021) - [i31]Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT21. CoRR abs/2109.10485 (2021) - 2020
- [c82]Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu:
Neural Machine Translation with Joint Representation. AAAI 2020: 8285-8292 - [c81]Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang:
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs. ACL 2020: 3135-3142 - [c80]Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li:
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation. ACL 2020: 3512-3518 - [c79]Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li:
Learning Architectures from an Extended Search Space for Language Modeling. ACL 2020: 6629-6639 - [c78]Chi Hu, Bei Li, Yinqiao Li, Ye Lin, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu:
The NiuTrans System for WNGT 2020 Efficiency Task. NGT@ACL 2020: 204-210 - [c77]Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu:
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. COLING 2020: 3977-3989 - [c76]Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu:
Layer-Wise Multi-View Learning for Neural Machine Translation. COLING 2020: 4275-4286 - [c75]Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu:
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. COLING 2020: 5990-6001 - [c74]Xuan Lin, Kaiqi Zhao, Tong Xiao, Zhe Quan, Zhi-Jie Wang, Philip S. Yu:
DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction. ECAI 2020: 1301-1308 - [c73]Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit:
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild. ECCV (16) 2020: 102-119 - [c72]Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu:
Shallow-to-Deep Training for Neural Machine Translation. EMNLP (1) 2020: 995-1005 - [c71]Qiang Wang, Tong Xiao, Jingbo Zhu:
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. EMNLP (Findings) 2020: 4307-4312 - [c70]Tong Xiao, Zhe Quan, Zhi-Jie Wang, Kaiqi Zhao, Xiangke Liao:
LPV: A Log Parser Based on Vectorization for Offline and Online Log Parsing. ICDM 2020: 1346-1351 - [c69]Weiliang Zuo, Jingmin Xin, Tong Xiao, Nanning Zheng, Akira Sano:
Gridless Sparsity-Based Localization for Near-Field Sources with Symmetric Linear Array. SAM 2020: 1-5 - [c68]Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu:
Towards Fully 8-bit Integer Inference for the Transformer Model. IJCAI 2020: 3759-3765 - [c67]Yu Chen, Shitao Chen, Tong Xiao, Songyi Zhang, Qian Hou, Nanning Zheng:
Mixed Test Environment-based Vehicle-in-the-loop Validation - A New Testing Approach for Autonomous Vehicles. IV 2020: 1283-1289 - [c66]Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao:
Towards Differentially Private Text Representations. SIGIR 2020: 1813-1816 - [c65]Yuhao Zhang, Ziyang Wang, Runzhe Cao, Binghao Wei, Weiqiao Shan, Shuhan Zhou, Abudurexiti Reheman, Tao Zhou, Xin Zeng, Laohu Wang, Yongyu Mu, Jingnan Zhang, Xiaoqian Liu, Xuanjun Zhou, Yinqiao Li, Bei Li, Tong Xiao, Jingbo Zhu:
The NiuTrans Machine Translation Systems for WMT20. WMT@EMNLP 2020: 338-345 - [c64]Chi Hu, Hui Liu, Kai Feng, Chen Xu, Nuo Xu, Zefan Zhou, Shiqin Yan, Yingfeng Luo, Chenglong Wang, Xia Meng, Tong Xiao, Jingbo Zhu:
The NiuTrans System for the WMT20 Quality Estimation Shared Task. WMT@EMNLP 2020: 1018-1023 - [i30]Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu:
Neural Machine Translation with Joint Representation. CoRR abs/2002.06546 (2020) - [i29]