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CASIA OpenIR

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Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：15/5  |  提交时间：2024/04/23
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：21/4  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-oriented Dialogue Policy Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 318-334
作者:  Wai-Chung Kwan;  Hong-Ru Wang;  Hui-Min Wang;  Kam-Fai Wong
Adobe PDF(2211Kb)  |  收藏  |  浏览/下载：1/1  |  提交时间：2024/04/23
Dialogue policy learning (DPL), task-oriented dialogue system (TOD), reinforcement learning (RL), dialogue system, Markov decision process  
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 249-262
作者:  Guyue Hu;  Bin He;  Hanwang Zhang
Adobe PDF(2167Kb)  |  收藏  |  浏览/下载：21/11  |  提交时间：2024/04/23
Prompt learning  video-language pretrained models  instructional videos  procedure understanding  knowledge distilling  
Multimodal Pretraining from Monolingual to Multilingual 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 220-232
作者:  Liang Zhang;  Ludan Ruan;  Anwen Hu;  Qin Jin
Adobe PDF(3024Kb)  |  收藏  |  浏览/下载：18/6  |  提交时间：2024/04/23
Multilingual pretraining  multimodal pretraining  cross-lingual transfer  multilingual generation  cross-modal retrieval  
Paradigm Shift in Natural Language Processing 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183
作者:  Tian-Xiang Sun;  Xiang-Yang Liu;  Xi-Peng Qiu;  Xuan-Jing Huang
Adobe PDF(1449Kb)  |  收藏  |  浏览/下载：22/10  |  提交时间：2024/04/23
Face detection  global context  attention mechanism  computer vision  deep learning  
Learning Video-Text Aligned Representations for Video Captioning 期刊论文
ACM Trans. Multimedia Comput. Commun. Appl., 2023, 页码: 1-21
作者:  Yaya Shi;  Haiyang Xu;  Chunfeng Yuan;  Bing Li;  Weiming Hu,;  Zhengjun Zha
Adobe PDF(3574Kb)  |  收藏  |  浏览/下载：197/72  |  提交时间：2023/04/28
Many Hands Make Light Work: Transferring Knowledge from Auxiliary Tasks for Video-Text Retrieval 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-15
作者:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(3679Kb)  |  收藏  |  浏览/下载：113/20  |  提交时间：2023/04/25
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：863/145  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Hierarchical temporal slot interactions for dialogue state tracking 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 15
作者:  Qiu, Junyan;  Lin, Ziqi;  Zhang, Haidong;  Yang, Yiping
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2022/12/27
Dialogue state tracking  Attention mechanism  Task-oriented dialogue system  Slot interaction