Zhuofan Wen, Shangtong Gui, Yang Feng. Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration. The Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS 2024), 0-1
Mengyu Bu, Shuhao Gu, Yang Feng. Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features. The 62nd Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2024), August 11-16, 2024, 10410–10423, Bangkok, Thailand, pdf
Tian Yu, Shaolei Zhang, Yang Feng. Truth-Aware Context Selection: Mitigating the Hallucinations of Large Language Models Being Misled by Untruthful Contexts. The 62nd Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2024), August 11-16, 2024, 10862–10884, Bangkok, Thailand, pdf
Qingkai Fang, Zhengrui Ma, Yan Zhou, Min Zhang, Yang Feng. CTC-based Non-autoregressive Textless Speech-to-Speech Translation. The 62nd Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2024), August 11-16, 2024, 9155–9161, Bangkok, Thailand, pdf
Shoutao Guo, Shaolei Zhang, Yang Feng. Decoder-only Streaming Transformer for Simultaneous Translation. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, 8851–8864, Bangkok, Thailand, pdf
Shaolei Zhang, Tian Yu, Yang Feng. TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, 8908–8949, Bangkok, Thailand, pdf
Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min Zhang, Yang Feng. StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, 8964–8986, Bangkok, Thailand, pdf
Qingkai Fang, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng. Can We Achieve High-quality Direct Speech-to-Speech Translation Without Parallel Speech Data? The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, 7264–7277, Bangkok, Thailand, pdf
Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng, Min Zhang. A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation. The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11-16, 2024, 1557–1575, Bangkok, Thailand, pdf
Shoutao Guo, Shaolei Zhang, Yang Feng. Glancing Future for Simutaneous Machine Translation. 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), April 14-19, 2024, Seoul, Korea, pdf