Publications
2023
1.

Longxiang Liu, Xiuxing Li, Yang Feng. TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling.  The Thirty-Eighth AAAI Conference on Artificial Intelligence(AAAI 2024), 0-1

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2.

Zhengrui Ma, Shaolei Zhang, Shoutao Guo, Chenze Shao, Min Zhang, Yang Feng. Non-autoregressive Streaming Transformer for Simultaneous Translation. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 0-1

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3.

Wenyu Guo, Qingkai Fang, Dong Yu, Yang Feng. Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 0-1

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4.

Zhang Zhuocheng, Shuhao Gu, Min zhang, Yang Feng. Scaling Law for Document-Level Neural Machine Translation. The 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), 0-1

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5.

Zhang Zhuocheng*, Shuhao Gu*, Min zhang, Yang Feng (*: 共同一作). Addressing the Length Bias Challenge in Document-Level Neural Machine Translation. The 2023 Conference on Empirical Methods in Natural Language Processing (Findings ofEMNLP 2023), 0-1

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6.

Langlin Huang, Shuhao Gu, Zhuocheng Zhang, Yang Feng*. Enhancing Neural Machine Translation with Semantic Units. The 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), 0-1

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7.

Shoutao Guo, Shaolei Zhang, Yang Feng. Simultaneous Machine Translation with Tailored Reference. The 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), 0-1

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8.

Shaolei Zhang, Yang Feng. Unified Segment-to-Segment Framework for Simultaneous Sequence Generation. The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), 0-1

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9.

Qingkai Fang, Yan Zhou, Yang Feng. DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation. The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), 0-1

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10.

Chenze Shao*, Zhengrui Ma*, Min Zhang, Yang Feng (*: 共同一作). Beyond MLE: Convex Loss for Text Generation. The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), 0-1

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11.

Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng. Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), 0-1

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12.

Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng. BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models. arXiv, June 21, 2023, pdf

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13.

Qingkai Fang, Yang Feng. Understanding and Bridging the Modality Gap for Speech Translation. The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023), July 9-14, 2023, 15864-15881, Toronto, Canada, pdf

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14.

Qingkai Fang, Yang Feng. Back Translation for Speech-to-text Translation Without Transcripts. The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023), July 9-14, 2023, 4567–4587, Toronto, Canada, pdf

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15.

Shoutao Guo, Shaolei Zhang, Yang Feng. Learning Optimal Policy for Simultaneous Machine Translationvia Binary Search. The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023), July 9-14, 2023, 2318–2333, Toronto, Canada, pdf

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16.

Yan Zhou, Qingkai Fang, Yang Feng. CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation. The 61th Annual Meeting of the Association for Computational Linguistics (ACL 2023), July 9-14, 2023, 7873–7887, Toronto, Canada, pdf

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17.

Shaolei Zhang, Yang Feng. End-to-End Simultaneous Speech Translation with Differentiable Segmentation. The 61th Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2023),July 9-14, 2023, 7659–7680, Toronto, Canada, pdf

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18.

Zhengrui Ma, Chenze Shao, Shangtong Gui, Min Zhang and Yang Feng. Fuzzy Alignments in Directed Acyclic Graph for Non-autoregressive Machine Translation. The 11th International Conference on Learning Representations (ICLR 2023), May 1-5, 2023, Kigali, Rwanda, pdf

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19.

Shaolei Zhang, Yang Feng. Hidden Markov Transformer for Simultaneous Machine Translation. The 11th International Conference on Learning Representations (ICLR 2023), May 1-5, 2023, Kigali, Rwanda, pdf

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20.

Chenze Shao, Jinchao Zhang, Jie Zhou, Yang Feng. Rephrasing the Reference for Non-Autoregressive Machine Translation. The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2023), February 7-14, 2023, Washington, D.C., USA, pdf

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