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Efficient $k$-Nearest-Neighbor Machine Translation with Dynamic Retrieval

Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su

五月 2024 In Proc. of ACL 2024 findings.

Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation

Zhongjian Miao, Wen Zhang, Jinsong Su, Xiang Li, Jian Luan, Yidong Chen, Bin Wang, Min Zhang

五月 2023 In Proc. of EMNLP 2023. (CCF-B类)

Bridging the Domain Gaps in Context Representations for $k$-Nearest Neighbor Neural Machine Translation

Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei, Dayiheng Liu, Jun Xie, Min Zhang, Jinsong Su

五月 2023 In Proc. of ACL 2023. (CCF-A类)

Revisiting Non-Autoregressive Translation at Scale

Zhihao Wang, Longyue Wang, Jinsong Su, Junfeng Yao, Zhaopeng Tu

五月 2023 In Proc. of ACL 2023 Findings.

A Multi-task Multi-stage Transitional Training Framework for Neural Chat Translation

Chulun Zhou, Yunlong Liang, Fandong Meng, Jie Zhou, Jinan Xu, Hongji Wang, Min Zhang, Jinsong Su

五月 2023 IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF-A类)

Towards Robust k-Nearest-Neighbor Machine Translation

Hui Jiang, Ziyao Lu, Fandong Meng, Chulun Zhou, Jie Zhou, Degen Huang, Jinsong Su

五月 2022 In Proc. of EMNLP 2022. (CCF-B类)

AAN+: Generalized Average Attention Network for Accelerating Neural Transformer

Biao Zhang, Deyi Xiong, Yubin Ge, Junfeng Yao, Hao Yue, Jinsong Su

五月 2022 Journal of Artificial Intelligence Research. (CCF-B类)

Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training

Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou, Yidong Chen, Bin Wang, Min Zhang, Jinsong Su

五月 2022 In Proc. of COLING 2022. (CCF-B类)

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation

Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su

五月 2022 In Proc. of NAACL 2022 Findings.

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation

Chulun Zhou, Fandong Meng, Jie Zhou, Min Zhang, Hongji Wang, Jinsong Su

五月 2022 In Proc. of ACL 2022. (CCF-A类)