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Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. 会议论文
, 北京华腾美居酒店, 2023-12-9
作者:  Zhourui Guo;  Meng Yao;  Yang Yu;  Qiyue Yin
Adobe PDF(2302Kb)  |  收藏  |  浏览/下载：6/3  |  提交时间：2024/06/03
基于预训练语言模型的端到端概念体系构建方法 会议论文
, 中国哈尔滨市, 2023-8-5
作者:  王思懿;  何世柱;  刘康;  赵军
Adobe PDF(794Kb)  |  收藏  |  浏览/下载：19/9  |  提交时间：2024/05/31
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition 会议论文
, Dublin, Ireland, 20-24 August 2023
作者:  Haiyang Sun;  Zheng Lian;  Bin Liu;  Ying Li;  Licai Sun;  Cong Cai;  Jianhua Tao;  Meng Wang;  Yuan Cheng
Adobe PDF(826Kb)  |  收藏  |  浏览/下载：19/7  |  提交时间：2024/05/31
Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding 会议论文
, Rhodes, Greece, 2023-6-6 - 2023-6-10
作者:  Zefa Hu;  Xiuyi Chen;  Haoran Wu;  Minglun Han;  Ziyi Ni;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(1049Kb)  |  收藏  |  浏览/下载：21/6  |  提交时间：2024/05/29
Reward Estimation with Scheduled Knowledge Distillation for Dialogue Policy Learning 期刊论文
Connection Science, 2023, 卷号: 35, 期号: 1, 页码: 2174078
作者:  Qiu JY(邱俊彦);  Haidong Zhang;  Yiping Yang
Adobe PDF(831Kb)  |  收藏  |  浏览/下载：15/4  |  提交时间：2024/05/29
reinforcement learning  dialogue policy learning  curriculum learning  knowledge distillation  
Content Based Deep Learning Image Retrieval: A Survey 会议论文
, Lingshui, China, 2023-12-14
作者:  Chi, Zhang;  JIe, Liu
Adobe PDF(504Kb)  |  收藏  |  浏览/下载：13/3  |  提交时间：2024/05/28
Content Based Image Retrieval  Deep Learning  Convolution Neural Network  
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：27/7  |  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：33/5  |  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：9/2  |  提交时间：2024/04/23
Dialogue policy learning (DPL), task-oriented dialogue system (TOD), reinforcement learning (RL), dialogue system, Markov decision process  
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 207-219
作者:  Yuxian Gu;  Jiaxin Wen;  Hao Sun;  Yi Song;  Pei Ke;  Chujie Zheng;  Zheng Zhang;  Jianzhu Yao;  Lei Liu;  Xiaoyan Zhu;  Minlie Huang
Adobe PDF(1846Kb)  |  收藏  |  浏览/下载：26/9  |  提交时间：2024/04/23
Natural language processing  deep learning (DL)  large-scale pre-training  dialogue systems  Chinese open-domain conversational model