{
  "id": 146582,
  "title": "NLP Albumentations",
  "url": "/competitions/jigsaw-multilingual-toxic-comment-classification/discussion/146582",
  "author_name": "",
  "post_date": "2020-04-27T18:30:40.887231500Z",
  "votes": 25,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Hi, everyone!</p>\n\n<p>I have recently published inference kernel <a href=\"https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta\">https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta</a></p>\n\n<p>And now I would like to share with you one approach that I used:\n<a href=\"https://www.kaggle.com/shonenkov/nlp-albumentations\">https://www.kaggle.com/shonenkov/nlp-albumentations</a></p>\n\n<p>Maybe It will be useful for you, my friends ;)</p>",
  "messages": [
    {
      "id": "823574",
      "postDate": "04/27/2020 18:30:40",
      "content": "<p>Hi, everyone!</p>\n\n<p>I have recently published inference kernel <a href=\"https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta\">https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta</a></p>\n\n<p>And now I would like to share with you one approach that I used:\n<a href=\"https://www.kaggle.com/shonenkov/nlp-albumentations\">https://www.kaggle.com/shonenkov/nlp-albumentations</a></p>\n\n<p>Maybe It will be useful for you, my friends ;)</p>",
      "rawMarkdown": "Hi, everyone!\n\nI have recently published inference kernel https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta\n\nAnd now I would like to share with you one approach that I used:\nhttps://www.kaggle.com/shonenkov/nlp-albumentations\n\nMaybe It will be useful for you, my friends ;)",
      "votes": null
    },
    {
      "id": "823850",
      "postDate": "04/28/2020 00:30:01",
      "content": "<p>You know that you can still finish at a very good place in this comp; I can understand you feel like cheated/disheartened; all hard-work of months in DeepFake was lost sadly and people who didn't do anything at all, bagged medal etc; Try to come out of it as soon as possible, Avoid kaggle for few days until your mind becomes calm again! People here aren't that bad; and your talent will be respected :)</p>\n\n<p>Great share!</p>",
      "rawMarkdown": "You know that you can still finish at a very good place in this comp; I can understand you feel like cheated/disheartened; all hard-work of months in DeepFake was lost sadly and people who didn't do anything at all, bagged medal etc; Try to come out of it as soon as possible, Avoid kaggle for few days until your mind becomes calm again! People here aren't that bad; and your talent will be respected :)\n\nGreat share!",
      "votes": null
    },
    {
      "id": "823861",
      "postDate": "04/28/2020 00:46:49",
      "content": "<p>I agree with you. The augmentation part is awesome. Thanks for sharing.</p>",
      "rawMarkdown": "I agree with you. The augmentation part is awesome. Thanks for sharing.",
      "votes": null
    },
    {
      "id": "824487",
      "postDate": "04/28/2020 12:07:46",
      "content": "<p><a href=\"/adityaecdrid\">@adityaecdrid</a> I appreciate your support, really! </p>\n\n<p>I think this situation helped me to do mind transformation. Also I get useful skills during the preparation of the kernels.</p>\n\n<p>Certainly, I am going to continue solving this competition and after sharing my groundwork! It is motivated more because you have to win yourself firstly.</p>",
      "rawMarkdown": "adityaecdrid I appreciate your support, really! \n\nI think this situation helped me to do mind transformation. Also I get useful skills during the preparation of the kernels.\n\nCertainly, I am going to continue solving this competition and after sharing my groundwork! It is motivated more because you have to win yourself firstly.",
      "votes": null
    },
    {
      "id": "824488",
      "postDate": "04/28/2020 12:08:13",
      "content": "<p><a href=\"/luohongchen1993\">@luohongchen1993</a> you are welcome!</p>",
      "rawMarkdown": "luohongchen1993 you are welcome!",
      "votes": null
    },
    {
      "id": "830087",
      "postDate": "05/02/2020 10:02:58",
      "content": "<p>Nice work, forget about Deepfake asap. Jigsaw organizers have been nice over the years. <a href=\"/shonenkov\">@shonenkov</a> </p>",
      "rawMarkdown": "Nice work, forget about Deepfake asap. Jigsaw organizers have been nice over the years. @shonenkov",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 823850,
      "author_name": "adityaecdrid",
      "author_url": "",
      "post_date": "04/28/2020 00:30:01",
      "content": "<p>You know that you can still finish at a very good place in this comp; I can understand you feel like cheated/disheartened; all hard-work of months in DeepFake was lost sadly and people who didn't do anything at all, bagged medal etc; Try to come out of it as soon as possible, Avoid kaggle for few days until your mind becomes calm again! People here aren't that bad; and your talent will be respected :)</p>\n\n<p>Great share!</p>",
      "votes": null,
      "replies": [
        {
          "id": 823861,
          "author_name": "luohongchen1993",
          "author_url": "",
          "post_date": "04/28/2020 00:46:49",
          "content": "<p>I agree with you. The augmentation part is awesome. Thanks for sharing.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 824487,
          "author_name": "shonenkov",
          "author_url": "",
          "post_date": "04/28/2020 12:07:46",
          "content": "<p><a href=\"/adityaecdrid\">@adityaecdrid</a> I appreciate your support, really! </p>\n\n<p>I think this situation helped me to do mind transformation. Also I get useful skills during the preparation of the kernels.</p>\n\n<p>Certainly, I am going to continue solving this competition and after sharing my groundwork! It is motivated more because you have to win yourself firstly.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 824488,
          "author_name": "shonenkov",
          "author_url": "",
          "post_date": "04/28/2020 12:08:13",
          "content": "<p><a href=\"/luohongchen1993\">@luohongchen1993</a> you are welcome!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 830087,
      "author_name": "shahules",
      "author_url": "",
      "post_date": "05/02/2020 10:02:58",
      "content": "<p>Nice work, forget about Deepfake asap. Jigsaw organizers have been nice over the years. <a href=\"/shonenkov\">@shonenkov</a> </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "823574": "Hi, everyone!\n\nI have recently published inference kernel https://www.kaggle.com/shonenkov/tpu-inference-super-fast-xlmroberta\n\nAnd now I would like to share with you one approach that I used:\nhttps://www.kaggle.com/shonenkov/nlp-albumentations\n\nMaybe It will be useful for you, my friends ;)",
    "823850": "You know that you can still finish at a very good place in this comp; I can understand you feel like cheated/disheartened; all hard-work of months in DeepFake was lost sadly and people who didn't do anything at all, bagged medal etc; Try to come out of it as soon as possible, Avoid kaggle for few days until your mind becomes calm again! People here aren't that bad; and your talent will be respected :)\n\nGreat share!",
    "823861": "I agree with you. The augmentation part is awesome. Thanks for sharing.",
    "824487": "adityaecdrid I appreciate your support, really! \n\nI think this situation helped me to do mind transformation. Also I get useful skills during the preparation of the kernels.\n\nCertainly, I am going to continue solving this competition and after sharing my groundwork! It is motivated more because you have to win yourself firstly.",
    "824488": "luohongchen1993 you are welcome!",
    "830087": "Nice work, forget about Deepfake asap. Jigsaw organizers have been nice over the years. @shonenkov"
  },
  "source": "meta"
}