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  1. stackoverflow.com › questions › 21979970How to use word2vec to calculate the similarity distance by...

    To compute the distances between two words, you can do the following: >>> import numpy >>> cosine_similarity = numpy.dot(model['spain'], model['france'])/(numpy.linalg.norm(model['spain'])* numpy.linalg.norm(model['france']))

  2. leetcode.ca › 2016/07/31-244-Shortest-Word-Distance-II244 - Shortest Word Distance II | Leetcode

    31 lip 2016 · This class provides an efficient way to find the shortest distance between two words in a list, optimizing for cases where multiple queries are made against the same list by preprocessing the list into a more accessible form.

  3. tutorialcup.com › leetcode-solutions › shortest-word-distance-leetcode-solutionShortest Word Distance Leetcode Solution - TutorialCup

    Problem Statement. The Shortest Word Distance LeetCode Solution – says that you’re given an array of strings and two different words. We need to return the shortest distance between these two words that appear in the input string. Example: Input: wordsDict = ["practice", "makes", "perfect", "coding", "makes"], word1 = "coding", word2 = "practice"

  4. www.geeksforgeeks.org › minimum-distance-between-words-of-a-stringMinimum Distance Between Words of a String - GeeksforGeeks

    12 gru 2022 · Here, distance is the number of steps or words between the first and the second word. Examples: Input : s = “geeks for geeks contribute practice”, w1 = “geeks”, w2 = “practice” Output : 1. There is only one word between the closest occurrences of w1 and w2. Input : s = “the quick the brown quick brown the frog”, w1 = “quick”, w2 = “frog”

  5. www.geeksforgeeks.org › word-movers-distance-wmd-in-nlpWord Movers Distance (WMD) in NLP - GeeksforGeeks

    6 mar 2024 · Word Mover’s distance is a tool that we can use to calculate the distance between two sentences. It uses pre-trained word embeddings. Word embeddings are simply words that are encoded into numbers. Similar words tend to have vectors that are closer to each other in vector space. We can use several methods to generate word embeddings like word2vec.

  6. www.programcreek.com › 2014 › 08LeetCode – Shortest Word Distance (Java) – Program Creek

    1 sie 2014 · Java Solution. public int shortestDistance (String[] words, String word1, String word2) { int m =-1; int n =-1; int min = Integer. MAX_VALUE; for(int i =0; i < words. length; i ++){ String s = words [ i]; if( word1. equals( s)){ . m = i; if( n !=-1) . min = Math. min( min, m - n); }else if( word2. equals( s)){ .

  7. leetcode.ca › 2016/07/30-243-Shortest-Word-Distance243 - Shortest Word Distance | Leetcode

    30 lip 2016 · Given an array of strings wordsDict and two different strings that already exist in the array word1 and word2, return the shortest distance between these two words in the list. Example 1: Input: wordsDict = ["practice", "makes", "perfect", "coding", "makes"], word1 = "coding", word2 = "practice" Output: 3