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PCEN: Potential Correlation-Enhanced Network for Multimodal Named Entity Recognition 会议论文
, Charlotte, NC, USA, 02-03 October 2023
作者:  Jiakai Geng;  Chenyang Zhang;  Linjing Li;  Qing Yang;  Daniel Zeng
Adobe PDF(4985Kb)  |  收藏  |  浏览/下载：21/4  |  提交时间：2024/05/31
named entity recognition  multimodal learning  vision-language pre-trained model  inconsistency loss  
Transformer-based Spiking Neural Networks for Multimodal Audio-Visual Classification 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 页码: DOI 10.1109/TCDS.2023.3327081
作者:  Guo LY(郭凌月);  Zeyu Gao;  Jinye Qu;  Suiwu Zheng;  Runhao Jiang;  Yanfeng Lu;  Hong Qiao
Adobe PDF(3922Kb)  |  收藏  |  浏览/下载：19/5  |  提交时间：2024/05/28
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 569-582
作者:  Haoyu Lu;  Yuqi Huo;  Mingyu Ding;  Nanyi Fei;  Zhiwu Lu
Adobe PDF(2928Kb)  |  收藏  |  浏览/下载：30/9  |  提交时间：2024/04/23
Image-text retrieval, multimodal modeling, contrastive learning, weak correlation, computer vision  
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：30/8  |  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：38/7  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 289-298
作者:  Liqiang Jing;  Yiren Li;  Junhao Xu;  Yongcan Yu;  Pei Shen;  Xuemeng Song
Adobe PDF(2389Kb)  |  收藏  |  浏览/下载：24/10  |  提交时间：2024/04/23
Multimodal sentence summarization (MMSS)  generative pre-trained language model (GPLM)  natural language generation  deep learning  artificial intelligence  
VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
作者:  Fei-Long Chen;  Du-Zhen Zhang;  Ming-Lun Han;  Xiu-Yi Chen;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(1427Kb)  |  收藏  |  浏览/下载：29/7  |  提交时间：2024/04/23
Vision and language  pre-training  transformers  multimodal learning  representation learning  
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 2415-2429
作者:  Lian, Zheng;  Liu, Bin;  Tao, Jianhua
Adobe PDF(2103Kb)  |  收藏  |  浏览/下载：124/4  |  提交时间：2023/11/15
Emotion recognition  Feature extraction  Training  Acoustics  Semisupervised learning  Benchmark testing  Hidden Markov models  Semi-supervised multi-modal interaction network (SMIN)  conversational emotion recognition  semi-supervised learning  intra-modal interaction  cross-modal interaction  
Event Process Typing via Hierarchical Optimal Transport 会议论文
, Washington DC, USA, 2023-2
作者:  Bo Zhou;  Yubo Chen;  Kang Liu;  Jun Zhao
Adobe PDF(403Kb)  |  收藏  |  浏览/下载：136/39  |  提交时间：2023/07/04
篇章级事件抽取关键技术研究 学位论文
, 2023
作者:  杨航
Adobe PDF(4397Kb)  |  收藏  |  浏览/下载：346/15  |  提交时间：2023/07/03
自然语言处理  信息抽取  事件抽取  篇章级事件抽取