no code implementations • IWSLT (ACL) 2022 • Weitai Zhang, Zhongyi Ye, Haitao Tang, Xiaoxi Li, Xinyuan Zhou, Jing Yang, Jianwei Cui, Dan Liu, Junhua Liu, LiRong Dai
This paper describes USTC-NELSLIP’s submissions to the IWSLT 2022 Offline Speech Translation task, including speech translation of talks from English to German, English to Chinese and English to Japanese.
1 code implementation • EMNLP 2021 • Dan Liu, Mengge Du, Xiaoxi Li, Ya Li, Enhong Chen
This paper proposes a novel architecture, Cross Attention Augmented Transducer (CAAT), for simultaneous translation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
1 code implementation • 23 Apr 2024 • Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
We will summarize the advancements in GR regarding model training, document identifier, incremental learning, downstream tasks adaptation, multi-modal GR and generative recommendation, as well as progress in reliable response generation in aspects of internal knowledge memorization, external knowledge augmentation, generating response with citations and personal information assistant.
no code implementations • 8 Apr 2024 • Jihwan Do, Lining Han, Xiaoxi Li
This paper studies a stylized model of a monopoly data seller when information-sharing network exists among data buyers.
no code implementations • 2 Feb 2024 • Xiaoxi Li, Zhicheng Dou, Yujia Zhou, Fangchao Liu
We design the following mechanisms to facilitate effective retrieval and generation, and improve the end-to-end effectiveness of KI tasks: (1) We develop a ranking-oriented DocID list generation strategy, which refines GR by directly learning from a DocID ranking list, to improve retrieval quality.
no code implementations • 18 Dec 2023 • Xiaoxi Li, Yujia Zhou, Zhicheng Dou
Generative information retrieval, encompassing two major tasks of Generative Document Retrieval (GDR) and Grounded Answer Generation (GAR), has gained significant attention in the area of information retrieval and natural language processing.
no code implementations • ACL (IWSLT) 2021 • Dan Liu, Mengge Du, Xiaoxi Li, Yuchen Hu, LiRong Dai
This paper describes USTC-NELSLIP's submissions to the IWSLT2021 Simultaneous Speech Translation task.
3 code implementations • 3 Jun 2019 • Jie Ren, Fei Zhou, Xiaoxi Li, Qi Chen, Hongmei Zhang, Shuangge Ma, Yu Jiang, Cen Wu
Existing Bayesian methods for G$\times$E interaction studies are challenged by the high-dimensional nature of the study and the complexity of environmental influences.
Methodology