所以在训练后交互模型时加入互注意力矩阵的拟合(采用KL散度)Loss,公式如下: 在论文中,也使用标准的模型蒸馏技术,后融合模型(T)也需要拟合前融合模型的(S)的softlabel。
近日,阿里云机器学习平台PAI与华南理工大学金连文教授团队合作在自然语言处理顶级会议ACL 2023上发表面向轻量化文图检索的dual-encoder模型蒸馏算法ConaCLIP( fully-Connected knowledge interaction graph for CLIP)。ConaCLIP针对轻量化的图文检索任务进行设计,是一种通过全连接的知识交互图学习方式将知识从dual-encoder大模...
10 p. Knowledge-based Drug Samples' Comparison 20 p. Janus Deformation of de Sitter Space and Transitions in Gravitational Algebras 8 p. Gradient-based Regularization for Action Smoothness in Robotic Control with Reinforcement Learning 11 p. Beale--Kato--Majda-type continuation criteria for Ha...
AudioEncoder MediaRecorder.AudioSource MediaRecorder.ErrorEventArgs MediaRecorder.InfoEventArgs MediaRecorder.InterfaceConsts MediaRecorder.IOnErrorListener MediaRecorder.IOnInfoListener MediaRecorder.MetricsConstants MediaRecorder.OutputFormat MediaRecorder.VideoEncoder MediaRecorder.VideoSource MediaRecorderError MediaRecorderInfo ...
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您好!感谢rocketQA的工作,我已经成功将rocketQA应用到我们的系统中。 为了能提高rocketQA的召回率,我尝试对zh_dureader_de_v2进行finetune,使用的是repo中自带的训练集,下面是训练代码: import rocketqa dual_encoder = rocketqa.load_model(model="zh_dureader_de_v2
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In this paper, we proposed a conditional diffusion model, PMDM which enables 3D small-molecule ligand generation conditioned on specific target proteins in a one-shot manner by incorporating the diffusion framework. PMDM utilizes a dual equivariant encoder to handle different (global & local) molecu...
AudioEncoder MediaRecorder.AudioSource MediaRecorder.ErrorEventArgs MediaRecorder.InfoEventArgs MediaRecorder.InterfaceConsts MediaRecorder.IOnErrorListener MediaRecorder.IOnInfoListener MediaRecorder.MetricsConstants MediaRecorder.OutputFormat MediaRecorder.VideoEncoder MediaRecorder.VideoSource MediaRecorderError MediaRecorderInfo ...
11,DPRQuestionEncoderOutput完整源码实现详解 12,DPRReaderOutput完整源码实现详解 13,DPRPreTrainedModel完整源码实现详解 14,DPREncoder完整源码实现详解 15,DPRSpanPredictor完整源码实现详解 16,DPRPretrainedContextEncoder完整源码实现详解 17,DPRPretrainedQuestionEncoder完整源码实现详解 ...