no code implementations • ACL 2022 • Hui Wu, Xiaodong Shi
On the other hand, AdSPT uses a novel domain adversarial training strategy to learn domain-invariant representations between each source domain and the target domain.
no code implementations • NAACL (AutoSimTrans) 2021 • Shuangtao Li, Jinming Hu, Boli Wang, Xiaodong Shi, Yidong Chen
This paper describes our two systems submitted to the simultaneous translation evaluation at the 2nd automatic simultaneous translation workshop.
no code implementations • CCL 2021 • Yiqi Tong, PeiGen Ye, Biao Fu, Yidong Chen, Xiaodong Shi
“新闻文本通常会涉及多个地域, 主地域则描述了文本舆情内容的地域属性, 是进行舆情分析的关键属性。目前深度学习领域针对主地域自动抽取的研究还比较少。基于此, 本文构建了一个基于IDLSTM+CRF的主地域抽取系统。该系统通过地名识别、主地域抽取、主地域补全三大模块实现对主地域标签的自动抽取和补全。在公开数据集上的实验结果表明, 我们的方法在地名识别任务上要优于BiLSTM+CRF等模型。而对于主地域抽取任务, 目前还没有标准的中文主地域评测集合。针对该问题, 我们标注并开源了1226条验证集和1500条测试集。最终, 我们的主地域抽取系统在两个集合上分别取得了91. 7%和84. 8%的抽取准确率, 并成功运用于线上生产环境。”
no code implementations • EMNLP 2021 • Hui Wu, Xiaodong Shi
In this paper, we design a novel synchronous dual network (SDN) with cross-type attention via separately and interactively considering the entity types and relation types.
no code implementations • 5 Dec 2024 • Chengwei Zhang, Yue Zhou, Rui Zhao, Yidong Chen, Xiaodong Shi
Speech-to-text translation (ST) is a cross-modal task that involves converting spoken language into text in a different language.
1 code implementation • 12 Oct 2024 • Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Rongqiao An, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun
The proposed LLM$\times$MapReduce framework splits the entire document into several chunks for LLMs to read and then aggregates the intermediate answers to produce the final output.
no code implementations • 10 Sep 2024 • Zhicong Wu, Qifeng Su, Ke Gu, Xiaodong Shi
Oracle Bone Inscription (OBI) is the earliest mature writing system in China, which represents a crucial stage in the development of hieroglyphs.
1 code implementation • 18 Feb 2024 • Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
Scientific data visualization plays a crucial role in research by enabling the direct display of complex information and assisting researchers in identifying implicit patterns.
1 code implementation • 5 Feb 2024 • Junjie Fang, Likai Tang, Hongzhe Bi, Yujia Qin, Si Sun, Zhenyu Li, Haolun Li, Yongjian Li, Xin Cong, Yankai Lin, Yukun Yan, Xiaodong Shi, Sen Song, Zhiyuan Liu, Maosong Sun
Distinguished by its four core dimensions-Memory Management, Memory Writing, Memory Reading, and Memory Injection, UniMem empowers researchers to conduct systematic exploration of long-context methods.
no code implementations • 3 Aug 2023 • Jialiang Lin, Yao Yu, Yu Zhou, Zhiyang Zhou, Xiaodong Shi
In the case of these manuscripts, the traditional fuzzy matching method is incapable of mapping the preprint to the final published version.
no code implementations • 20 Jul 2023 • Yafang Zheng, Lei Lin, Shuangtao Li, Yuxuan Yuan, Zhaohong Lai, Shan Liu, Biao Fu, Yidong Chen, Xiaodong Shi
Inspired by this, we propose LRF, a novel \textbf{L}ayer-wise \textbf{R}epresentation \textbf{F}usion framework for CG, which learns to fuse previous layers' information back into the encoding and decoding process effectively through introducing a \emph{fuse-attention module} at each encoder and decoder layer.
no code implementations • 20 May 2023 • Lei Lin, Shuangtao Li, Yafang Zheng, Biao Fu, Shan Liu, Yidong Chen, Xiaodong Shi
There is mounting evidence that one of the reasons hindering CG is the representation of the encoder uppermost layer is entangled, i. e., the syntactic and semantic representations of sequences are entangled.
no code implementations • 21 Mar 2023 • Lei Lin, Shuangtao Li, Xiaodong Shi
Simultaneous machine translation, which aims at a real-time translation, is useful in many live scenarios but very challenging due to the trade-off between accuracy and latency.
1 code implementation • 14 Mar 2023 • Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi
A popular approach to streaming speech translation is to employ a single offline model with a wait-k policy to support different latency requirements, which is simpler than training multiple online models with different latency constraints.
no code implementations • 9 Dec 2022 • Jialiang Lin, Jiaxin Song, Zhangping Zhou, Yidong Chen, Xiaodong Shi
MOPRD is a strong endorsement for further studies in peer review-related research and other applications.
1 code implementation • 26 Nov 2022 • Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi
Existing methods usually directly predict the relations of all entity pairs of input document in a one-pass manner, ignoring the fact that predictions of some entity pairs heavily depend on the predicted results of other pairs.
no code implementations • 18 Oct 2022 • Jialiang Lin, Yao Yu, Jiaxin Song, Xiaodong Shi
In the 12, 278 papers collected, 475 published scientific entities of computer science and mathematics are found to have missing citations.
no code implementations • 28 Sep 2022 • Jialiang Lin, Yingmin Wang, Yao Yu, Yu Zhou, Yidong Chen, Xiaodong Shi
Some organizations and researchers manually collect AI papers with available source code to contribute to the AI community.
1 code implementation • 11 Apr 2022 • Biao Fu, PeiGen Ye, Liang Zhang, Pei Yu, Cong Hu, Yidong Chen, Xiaodong Shi
Sign Language Translation (SLT) is a promising technology to bridge the communication gap between the deaf and the hearing people.
Ranked #7 on
Sign Language Translation
on CSL-Daily
no code implementations • 15 Nov 2021 • Jialiang Lin, Jiaxin Song, Zhangping Zhou, Yidong Chen, Xiaodong Shi
Peer review is a widely accepted mechanism for research evaluation, playing a pivotal role in academic publishing.
1 code implementation • COLING 2020 • Yiqi Tong, Jiangbin Zheng, Hongkang Zhu, Yidong Chen, Xiaodong Shi
Research on document-level Neural Machine Translation (NMT) models has attracted increasing attention in recent years.
no code implementations • 24 Apr 2019 • Yuhu Guo, Han Xiao, Yidong Chen, Xiaodong Shi
As an instance of event-based camera, Dynamic and Active-pixel Vision Sensor (DAVIS) combines a standard camera and an event-based camera.
no code implementations • 7 Dec 2017 • Han Xiao, Yidong Chen, Xiaodong Shi
However, lacking of logic flow (e. g. \textit{if, for, while}), traditional algorithms (e. g. \textit{Hungarian algorithm, A$^*$ searching, decision tress algorithm}) could not be embedded into this paradigm, which limits the theories and applications.
1 code implementation • 5 Dec 2017 • Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi
Semantic Role Labeling (SRL) is believed to be a crucial step towards natural language understanding and has been widely studied.
Ranked #15 on
Semantic Role Labeling
on OntoNotes
no code implementations • WS 2017 • Boli Wang, Zhixing Tan, Jinming Hu, Yidong Chen, Xiaodong Shi
This paper describes the Neural Machine Translation systems of Xiamen University for the shared translation tasks of WAT 2017.
no code implementations • IJCNLP 2017 • Boli Wang, Zhixing Tan, Jinming Hu, Yidong Chen, Xiaodong Shi
We demonstrate a neural machine translation web service.
no code implementations • ACL 2017 • Changxing Wu, Xiaodong Shi, Yidong Chen, Jinsong Su, Boli Wang
We introduce a simple and effective method to learn discourse-specific word embeddings (DSWE) for implicit discourse relation recognition.
no code implementations • 25 Sep 2016 • Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu
Neural machine translation (NMT) heavily relies on word-level modelling to learn semantic representations of input sentences.