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2022
1.

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

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2.

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

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3.

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

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4.

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

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5.

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

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6.

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

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7.

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

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8.

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

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9.

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

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10. Chenze Shao, Xuanfu Wu, Yang Feng. One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation. 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2022), July 10–15, 2022, 3779–3791, onlinepdfpdf
11.

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

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12. 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, onlinepdfpdf
13. Dengji Guo, Zhengrui Ma, Min Zhang, Yang Feng. Prediction Difference Regularization against Perturbation for Neural Machine Translation. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 7665–7675, onlinepdfpdf
14. Shaolei Zhang, Yang Feng. Modeling Dual Read/Write Paths for Simultaneous Machine Translation. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 2461–2477, onlinepdfpdf
15. Shaolei Zhang, Yang Feng. Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 6775–6788, onlinepdfpdf
16. Shaolei Zhang, Yang Feng. Gaussian Multi-head Attention for Simultaneous Machine Translation. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 3019–3030, onlinepdfpdf
17. Qingkai Fang, Yang Feng. Neural Machine Translation with Phrase-Level Universal Visual Representations. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 5687–5698, onlinepdfpdf
18. Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang. STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. The 60th Annual Meeting of the Association for Computational Linguistics(ACL-2022), May 22-27, 2022, 7050–7062, onlinepdfpdf