由于下载glove时,下载脚本并未自己执行txt文件转.th文件,在执行th trainSIC.lua时报错 需要根据fetch_and_preprocess.sh中的代码利用scripts中的convert-wordvecs.lua手动将txt文件转换成th文件:th scripts/convert-wordvecs.lua data/glove/glove.840B.300d.txt data/glove/glove.840B.vocab data/glove/glove.840B.300d…
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…
笔记:Bridging the Gap Between Relevance Matching and Semantic Matching for Short Text Similarity Modeling 发表情况:EMNLP2019 发表作者:Jinfeng Rao FaceBook 模型提出:HCAN 摘要: 信息检索(IR)的核心问题是相关性匹配,即通过与用户查询的相关性来对文档进行排名.另一方面,可以将许多NLP问题(例如QA和PI)都可以视为语义匹配的变相问题,语义匹配用于测量两个短…
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 = [&…
[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,…
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/ 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…
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, "great acting skills" and "fine drama talent" are similar, if th…
Reference:Comparing Sentence Similarity Methods,知乎.…