Chenze Shao, Yang Feng. Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation. The 60th Annual Meeting of the Association for Computational Linguistics (ACL-2022), May 22-27, 2022, 2023–2036, online, pdf
Shoutao Guo, Shaolei Zhang, Yang Feng. Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation. The 2022 Conference on Empirical Methods in Natural Language Processing(Findings of EMNLP 2022), December 7 – 11, 2022, 2264–2278, online & offline pdf
Shaolei Zhang, Shoutao Guo, Yang Feng. Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation. The 2022 Conference on Empirical Methods in Natural Language Processing(Findings of EMNLP 2022), December 7 – 11, 2022, 2249–2263, online & offline pdf
Chenze Shao, Zhengrui Ma, Yang Feng. Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation. The 2022 Conference on Empirical Methods in Natural Language Processing(Findings of EMNLP 2022), December 7 – 11, 2022, 4390–4397, online & offline pdf
Shuhao Gu, Yang Feng. Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings. The 2022 Conference on Empirical Methods in Natural Language Processing(Findings of EMNLP 2022), December 7 – 11, 2022, 6492–6504, online & offline pdf
Zhe Yang, Qingkai Fang, Yang Feng. Low-resource Neural Machine Translation with Cross-modal Alignment. The 2022 Conference on Empirical Methods in Natural Language Processing(EMNLP 2022), December 7 – 11, 2022, 10134–10146, online & offline pdf
Shaolei Zhang, Yang Feng. Information-Transport-based Policy for Simultaneous Translation. The 2022 Conference on Empirical Methods in Natural Language Processing(EMNLP 2022), December 7 – 11, 2022, 992–1013, online & offline pdf
Shuhao Gu, Bojie Hu, Yang Feng. Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions. The 2022 Conference on Empirical Methods in Natural Language Processing(EMNLP 2022), December 7 – 11, 2022, 1707-1718, online & offline pdf
Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou. Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues. The 2022 Conference on Empirical Methods in Natural Language Processing(EMNLP 2022), December 7 – 11, 2022, 1635–1648, online & offline pdf
Chenze Shao, Yang Feng. Exploring Non-Monotonic Latent Alignments for Non-Autoregressive Machine Translation.Thirty-sixth Conference on Neural Information Processing Systems(NeurIPS 2022), Nov 28th-Dec 9th, 2022, online & offline pdf
Tao Huang, Zekang Li, Hua Lu, Yong Shan, Shusheng Yang, Yang Feng, Fei Wang, Shan You, Chang Xu. Relational Surrogate Loss Learning. The Tenth International Conference on Learning Representations(ICLR-2022), Apr 25-29, 2022, online pdf