Conference paper Open Access

Character-based Neural Embeddings for Tweet Clustering

Nixon, Lyndon; Vakulenko, Svitlana; Lupu, Mihai


Citation Style Language JSON Export

{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.582565", 
  "title": "Character-based Neural Embeddings for Tweet Clustering", 
  "issued": {
    "date-parts": [
      [
        2017, 
        4, 
        3
      ]
    ]
  }, 
  "abstract": "<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>", 
  "author": [
    {
      "family": "Nixon, Lyndon"
    }, 
    {
      "family": "Vakulenko, Svitlana"
    }, 
    {
      "family": "Lupu, Mihai"
    }
  ], 
  "type": "paper-conference", 
  "id": "582565"
}
27
17
views
downloads
All versions This version
Views 2727
Downloads 1717
Data volume 3.2 MB3.2 MB
Unique views 2727
Unique downloads 1717

Share

Cite as