Latest Posts

Latest Posts

PyTorch Beginner's Tutorial (2) - Using a BP Neural Network to Recognize MNIST Handwritten Digits

中文 | English Blog Content In this article, we’ll implement a handwritten digit recognition model for the MNIST dataset using a basic B...

iioSnail 4 Nov, 2024

PyTorch Beginner's Tutorial (1) - Implementing Linear Regression

中文 | English Transforming Linear Regression into a Neural Network Linear regression can also be viewed as a simple neural network. Con...

iioSnail 4 Nov, 2024

【论文精读】Hierarchical Attention Networks for Document Classification

关键词 Attention : 注意力机制,用于提取一个向量的上下文表示,详情可参考: 层层剖析,让你彻底搞懂Self-Attention的机制和原理 文档 :一篇文章,包含多个句子 文档表示 :一个向量,该向量表示该文档,即将文档映射成一个向量。 所需前置知识 ...

iioSnail 4 Nov, 2024

二分类和多分类问题中的损失函数(Loss Function)总结与比较

文章目录 表格汇总 二分类损失函数 0-1 Loss Perceptron Loss Exponential Loss Hinge Loss Ramp Loss Rescaled Hinge Loss Binary Cross Entropy Loss(BCELoss) 二分...

iioSnail 4 Nov, 2024

【论文精读】迈向多标签未知意图检测 Towards Multi-label Unknown Intent Detection

文章目录 论文内容 1. 任务介绍(Multi-label Unknown Intent) 2. 论文方法与模型 2.1 Known Intent-wise Representation Extraction模块 2.2 意图中心点计算 3. 损失函数设计 4. 实验 4.1...

iioSnail 4 Nov, 2024

(计算拼音相似度)DIMSIM 工具详解

文章目录 工具信息 1. 拼音基础知识 2. DIMSIM工具简介 3. 核心源码 工具信息 论文题目(提出工具的论文):DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned ...

iioSnail 4 Nov, 2024