Conference paper Open Access

Character-based Neural Embeddings for Tweet Clustering

Nixon, Lyndon; Vakulenko, Svitlana; Lupu, Mihai

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  "description": "<p>In this paper we show how the performance of tweet clustering can be improved by leveraging character-based neural networks. The proposed approach overcomes the limitations related to the vocabulary explosion in the word-based models and allows for the seamless processing of the multilingual content. Our evaluation results and code are available on-line.</p>", 
  "license": "", 
  "creator": [
      "affiliation": "MODUL Technology", 
      "@type": "Person", 
      "name": "Nixon, Lyndon"
      "affiliation": "Vienna University of Economics and Business", 
      "@type": "Person", 
      "name": "Vakulenko, Svitlana"
      "affiliation": "TU Wien", 
      "@type": "Person", 
      "name": "Lupu, Mihai"
  "headline": "Character-based Neural Embeddings for Tweet Clustering", 
  "image": "", 
  "datePublished": "2017-04-03", 
  "url": "", 
  "keywords": [
    "Story Detection, Tweet Clustering, Tweet2vec, Vector Space Model, Character-based Embedding"
  "@context": "", 
  "identifier": "", 
  "@id": "", 
  "@type": "ScholarlyArticle", 
  "name": "Character-based Neural Embeddings for Tweet Clustering"
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