{
  "id": 228247,
  "title": "Some Materials Related to Key Phrase Extraction & NER",
  "url": "/competitions/coleridgeinitiative-show-us-the-data/discussion/228247",
  "author_name": "RDizzl3",
  "post_date": "2021-03-24T00:55:55.008000",
  "votes": 10,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hey all,</p>\n<p>I have been doing some research around the task for this competition. I found some interested materials around key phrase extraction / named entity recognition in NLP tasks. Hopefully, some of these materials can help as a starting point and how to think about solving this problem 😊</p>\n<ul>\n<li><p><a href=\"https://www.aclweb.org/anthology/P14-1119.pdf\" target=\"_blank\">https://www.aclweb.org/anthology/P14-1119.pdf</a></p></li>\n<li><p><a href=\"https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea\" target=\"_blank\">https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea</a></p></li>\n<li><p><a href=\"https://github.com/aneesha/RAKE\" target=\"_blank\">https://github.com/aneesha/RAKE</a></p></li>\n<li><p><a href=\"https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b\" target=\"_blank\">https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b</a></p></li>\n<li><p><a href=\"http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/\" target=\"_blank\">http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/</a></p></li>\n<li><p><a href=\"https://michhar.github.io/bilstm-crf-this-is-mind-bending/\" target=\"_blank\">https://michhar.github.io/bilstm-crf-this-is-mind-bending/</a></p></li>\n</ul>",
  "messages": [
    {
      "id": 1250330,
      "postDate": "2021-03-24T00:55:55.010Z",
      "content": "<p>Hey all,</p>\n<p>I have been doing some research around the task for this competition. I found some interested materials around key phrase extraction / named entity recognition in NLP tasks. Hopefully, some of these materials can help as a starting point and how to think about solving this problem 😊</p>\n<ul>\n<li><p><a href=\"https://www.aclweb.org/anthology/P14-1119.pdf\" target=\"_blank\">https://www.aclweb.org/anthology/P14-1119.pdf</a></p></li>\n<li><p><a href=\"https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea\" target=\"_blank\">https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea</a></p></li>\n<li><p><a href=\"https://github.com/aneesha/RAKE\" target=\"_blank\">https://github.com/aneesha/RAKE</a></p></li>\n<li><p><a href=\"https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b\" target=\"_blank\">https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b</a></p></li>\n<li><p><a href=\"http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/\" target=\"_blank\">http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/</a></p></li>\n<li><p><a href=\"https://michhar.github.io/bilstm-crf-this-is-mind-bending/\" target=\"_blank\">https://michhar.github.io/bilstm-crf-this-is-mind-bending/</a></p></li>\n</ul>",
      "rawMarkdown": "Hey all,\n\nI have been doing some research around the task for this competition. I found some interested materials around key phrase extraction / named entity recognition in NLP tasks. Hopefully, some of these materials can help as a starting point and how to think about solving this problem 😊\n\n- https://www.aclweb.org/anthology/P14-1119.pdf\n\n- https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea\n\n- https://github.com/aneesha/RAKE\n\n- https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b\n\n- http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/\n\n- https://michhar.github.io/bilstm-crf-this-is-mind-bending/",
      "votes": 10
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1250330": "Hey all,\n\nI have been doing some research around the task for this competition. I found some interested materials around key phrase extraction / named entity recognition in NLP tasks. Hopefully, some of these materials can help as a starting point and how to think about solving this problem 😊\n\n- https://www.aclweb.org/anthology/P14-1119.pdf\n\n- https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea\n\n- https://github.com/aneesha/RAKE\n\n- https://towardsdatascience.com/extracting-keywords-from-short-text-fce39157166b\n\n- http://pyvandenbussche.info/2019/named-entity-recognition-with-pytorch-transformers/\n\n- https://michhar.github.io/bilstm-crf-this-is-mind-bending/"
  }
}