Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, words1 = ["great", "acting", "skills"] and words2 = [&…

Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, words1 = ["great", "acting", "skills"] and words2 = [&…

Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, words1 = ["great", "acting", "skills"] and words2 = [&…

原题链接在这里:https://leetcode.com/problems/sentence-similarity-ii/ 题目: Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, words1 = ["gr…

Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, "great acting skills" and "fine drama talent" are similar, if th…

原题链接在这里:https://leetcode.com/problems/sentence-similarity/ 题目: Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, "great acting sk…

A 2d grid map of m rows and n columns is initially filled with water. We may perform an addLand operation which turns the water at position (row, col) into a land. Given a list of positions to operate, count the number of islands after each addLand o…

This is a follow up of Shortest Word Distance. The only difference is now you are given the list of words and your method will be called repeatedly many times with different parameters. How would you optimize it? Design a class which receives a list…

In this problem, a rooted tree is a directed graph such that, there is exactly one node (the root) for which all other nodes are descendants of this node, plus every node has exactly one parent, except for the root node which has no parents. The give…

Given an index k, return the kth row of the Pascal's triangle. For example, given k = 3,Return [1,3,3,1]. Note:Could you optimize your algorithm to use only O(k) extra space? 杨辉三角想必大家并不陌生,应该最早出现在初高中的数学中,其实就是二项式系数的一种写法. 1 1 1 1 2 1 1 3 3 1 1 4 6 4 1 1…

Given an m * n matrix M initialized with all 0's and several update operations. Operations are represented by a 2D array, and each operation is represented by an array with two positive integers a and b, which means M[i][j] should be added by one for…

Given an integer n, generate a square matrix filled with elements from 1 to n2 in spiral order. For example,Given n = 3, You should return the following matrix: [ [ 1, 2, 3 ], [ 8, 9, 4 ], [ 7, 6, 5 ] ] 题目标签:Array 这道题目和之前的螺旋矩阵几乎没有区别,而且更简单.同样按照螺旋矩阵的特性…

Given a positive integer n, return the number of all possible attendance records with length n, which will be regarded as rewardable. The answer may be very large, return it after mod 109 + 7. A student attendance record is a string that only contain…

Implement a MyCalendarTwo class to store your events. A new event can be added if adding the event will not cause a triple booking. Your class will have one method, book(int start, int end). Formally, this represents a booking on the half open interv…

Given a non-empty array of integers, every element appears three times except for one, which appears exactly once. Find that single one. Note: Your algorithm should have a linear runtime complexity. Could you implement it without using extra memory?…

Given a binary tree and a sum, find all root-to-leaf paths where each path's sum equals the given sum. For example:Given the below binary tree and sum = 22, 5 / \ 4 8 / / \ 11 13 4 / \ / \ 7 2 5 1 return [ [5,4,11,2], [5,8,4,5] ] 这道二叉树路径之和在之前那道题 Path…

A robot is located at the top-left corner of a m x n grid (marked 'Start' in the diagram below). The robot can only move either down or right at any point in time. The robot is trying to reach the bottom-right corner of the grid (marked 'Finish' in t…

［抄题］: Given two sentences words1, words2 (each represented as an array of strings), and a list of similar word pairs pairs, determine if two sentences are similar. For example, "great acting skills" and "fine drama talent" are similar,…

  本文作为笔者NLP入门系列文章第一篇,以后我们就要步入NLP时代.   本文将会介绍NLP中常见的词袋模型(Bag of Words)以及如何利用词袋模型来计算句子间的相似度(余弦相似度,cosine similarity).   首先,让我们来看一下,什么是词袋模型.我们以下面两个简单句子为例: sent1 = "I love sky, I love sea." sent2 = "I like running, I love reading."   通常,NL…

论文概况 Multi-Perspective Sentence Similarity Modeling with Convolution Neural Networks是处理比较两个句子相似度的问题, 适用于解决智能客服问题匹配场景中用户提交的问句与知识库中问句的匹配. 文章将整个问题的解决分成两部分: 对句子进行建模, 将句子转换为某种向量表示. 这部分使用CNN完成 两个句子相似度衡量的方式. 这里是新颖的地方. 然后将衡量计算得到的相似度向量投入到Dense层中, 再根据目标接Output…

[1]LeetCode 136 Single Number 题意:奇数个数,其中除了一个数只出现一次外,其他数都是成对出现,比如1,2,2,3,3...,求出该单个数. 解法:容易想到异或的性质,两个相同的数异或为0,那么把这串数从头到尾异或起来,最后的数就是要求的那个数. 代码如下: class Solution { public: int singleNumber(vector<int>& nums) { ; ;i<nums.size();i++) sum ^= nums[i…

leetcode - 40. Combination Sum II - Medium descrition Given a collection of candidate numbers (C) and a target number (T), find all unique combinations in C where the candidate numbers sums to T. Each number in C may only be used once in the combinat…

LeetCode 137. Single Number II(只出现一次的数字 II)…

LeetCode:路径总和II[113] 题目描述 给定一个二叉树和一个目标和,找到所有从根节点到叶子节点路径总和等于给定目标和的路径. 说明: 叶子节点是指没有子节点的节点. 示例:给定如下二叉树,以及目标和 sum = 22, 5 / \ 4 8 / / \ 11 13 4 / \ / \ 7 2 5 1 返回: [ [5,4,11,2], [5,8,4,5] ] 题目分析 首先是一个深度搜索,来把所有根节点到叶子节点的路径找出来,然后各自判断是否等于目标值,等于目标值的路径加入结果集中.这…

LeetCode:组合总数II[40] 题目描述 给定一个数组 candidates 和一个目标数 target ,找出 candidates 中所有可以使数字和为 target 的组合. candidates 中的每个数字在每个组合中只能使用一次. 说明: 所有数字(包括目标数)都是正整数. 解集不能包含重复的组合. 示例 1: 输入: candidates = [10,1,2,7,6,1,5], target = 8, 所求解集为: [ [1, 7], [1, 2, 5], [2, 6],…

Reference:Comparing Sentence Similarity Methods,知乎.…

使用 TF-IDF 加权的空间向量模型实现句子相似度计算 字符匹配层次计算句子相似度 计算两个句子相似度的算法有很多种,但是对于从未了解过这方面算法的人来说,可能最容易想到的就是使用字符串匹配相关的算法,来检查两个句子所对应的字符串的字符相似程度.比如单纯的进行子串匹配,搜索 A 串中能与 B 串匹配的最大子串作为得分,亦或者用比较常见的最长公共子序列算法来衡量两个串的相似程度,使用编辑距离算法来衡量等. 上述基于字符匹配层次的算法一定程度上都可以计算出两个句子的相似度,不过他们只是单纯的从字符…

使用句子中出现单词的Vector加权平均进行文本相似度分析虽然简单,但也有比较明显的缺点:没有考虑词序且词向量区别不明确.如下面两个句子: "北京的首都是中国"与"中国的首都是北京"的相似度为1. "学习容易"和"学习困难"的相似度很容易也非常高. 为解决这类问题,需要用其他方法对句子进行表示,LSTM是常用的一种方式,本文简单使用单层LSTM对句子重新表示,并通过若干全连接层对句子相似度进行衡量. 数据准备 训练和测试数据包…

剑指Offer - 九度1503 - 二叉搜索树与双向链表2014-02-05 23:39 题目描述: 输入一棵二叉搜索树,将该二叉搜索树转换成一个排序的双向链表.要求不能创建任何新的结点,只能调整树中结点指针的指向. 输入: 输入可能包含多个测试样例.对于每个测试案例,输入的第一行为一个数n(0<n<1000),代表测试样例的个数.接下来的n行,每行为一个二叉搜索树的先序遍历序列,其中左右子树若为空则用0代替. 输出: 对应每个测试案例,输出将二叉搜索树转换成排序的双向链表后,从链表头至链表…

剑指Offer - 九度1513 - 二进制中1的个数2013-11-29 23:35 题目描述: 输入一个整数,输出该数二进制表示中1的个数.其中负数用补码表示. 输入: 输入可能包含多个测试样例.对于每个输入文件,第一行输入一个整数T,代表测试样例的数量.对于每个测试样例输入为一个整数.n保证是int范围内的一个整数. 输出: 对应每个测试案例,输出一个整数,代表输入的那个数中1的个数. 样例输入: 3 4 5 -1 样例输出: 1 2 32 题意分析: 这题是<编程之美>的原题了,只需要…