These are the top solutions from past NLP competitions; reading these will give you the idea about different architectures/tricks to do well in NLP competitions.
\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | 1st place | - |\n| 2 | 2nd place | - |\n| 3 | 3rd place | - |\n| 4 | 4th place | github |\n| 5 | 5th place | - |\n| 6 | 6th place | - |\n| 7 | 7th place | - |\n| 8 | 8th place | - |\n| 9 | 9th place | - |\n| 10 | 10th place | github |
\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | 1st place | - |\n| 2 | 2nd place | - |\n| 3 | 3rd place | kernel |\n| 4 | 4th place | github |\n| 5 | - | kernel |\n| 7 | 7th place | - |\n| 10 | 10th place | kernel |\n| 13 | 13th place | kernel |
\n\nThese two were the most recent NLP competitions on Kaggle. Other competitions also include\n1. Quora Question Pairs\n2. Toxic Comment Classification Challenge
", "messages": [ { "id": "660216", "postDate": "10/28/2019 22:05:53", "content": "These are the top solutions from past NLP competitions; reading these will give you the idea about different architectures/tricks to do well in NLP competitions.
\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | 1st place | - |\n| 2 | 2nd place | - |\n| 3 | 3rd place | - |\n| 4 | 4th place | github |\n| 5 | 5th place | - |\n| 6 | 6th place | - |\n| 7 | 7th place | - |\n| 8 | 8th place | - |\n| 9 | 9th place | - |\n| 10 | 10th place | github |
\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | 1st place | - |\n| 2 | 2nd place | - |\n| 3 | 3rd place | kernel |\n| 4 | 4th place | github |\n| 5 | - | kernel |\n| 7 | 7th place | - |\n| 10 | 10th place | kernel |\n| 13 | 13th place | kernel |
\n\nThese two were the most recent NLP competitions on Kaggle. Other competitions also include\n1. Quora Question Pairs\n2. Toxic Comment Classification Challenge
", "rawMarkdown": "These are the top solutions from past NLP competitions; reading these will give you the idea about different architectures/tricks to do well in NLP competitions. \n\n###[Jigsaw Unintended Bias in Toxicity Classification](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview)\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | [1st place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/103280#latest-619135) | - |\n| 2 | [2nd place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100661#latest-645839) | - |\n| 3 | [3rd place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/97471#latest-645441) | - |\n| 4 | [4th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100811#latest-628545) | [github](https://github.com/iezepov/combat-wombat-bias-in-toxicity) |\n| 5 | [5th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100718#latest-582601) | - |\n| 6 | [6th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/97487#latest-580517) | - |\n| 7 | [7th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100611#latest-584896) | - |\n| 8 | [8th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100961#latest-593873) | - |\n| 9 | [9th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100530#latest-621342) | - |\n| 10 | [10th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/101630#latest-588744) | [github](https://github.com/thuwyh/Jigsaw-Unintended-Bias-in-Toxicity-Classification) |\n\n###[Quora Insincere Questions Classification](https://www.kaggle.com/c/quora-insincere-questions-classification)\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | [1st place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80568#latest-570793) | - |\n| 2 | [2nd place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/81137#latest-552221) | - |\n| 3 | [3rd place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80495#latest-601758) | [kernel](https://www.kaggle.com/wowfattie/3rd-place) |\n| 4 | [4th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/81632#latest-533550) | [github](https://github.com/k-fujikawa/Kaggle-Quora-Insincere-Questions-Classification) |\n| 5 | - | [kernel](https://www.kaggle.com/jiangm/5th-place-solution) |\n| 7 | [7th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80561) | - |\n| 10 | [10th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80718) | [kernel](https://www.kaggle.com/tks0123456789/pme-ema-6-x-8-epochs) |\n| 13 | [13th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80499#latest-473806) | [kernel](https://www.kaggle.com/canming/ensemble-mean-iii-64-36) |\n\nThese two were the most recent NLP competitions on Kaggle. Other competitions also include\n1. [Quora Question Pairs](https://www.kaggle.com/c/quora-question-pairs)\n2. [Toxic Comment Classification Challenge](https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge)", "votes": null }, { "id": "660232", "postDate": "10/28/2019 23:03:46", "content": "A full list is available at http://kagglesolutions.com/
", "rawMarkdown": "A full list is available at http://kagglesolutions.com/", "votes": null }, { "id": "660247", "postDate": "10/28/2019 23:37:47", "content": "Thanks for sharing
", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "660363", "postDate": "10/29/2019 03:22:15", "content": "Great, it would be very helpful, thanks for sharing!
", "rawMarkdown": "Great, it would be very helpful, thanks for sharing!", "votes": null }, { "id": "695043", "postDate": "12/14/2019 13:32:54", "content": "thanks for sharing
", "rawMarkdown": "thanks for sharing", "votes": null } ], "comments": [ { "id": 660232, "author_name": "mhviraf", "author_url": "", "post_date": "10/28/2019 23:03:46", "content": "A full list is available at http://kagglesolutions.com/
", "votes": null, "replies": [] }, { "id": 660247, "author_name": "hamditarek", "author_url": "", "post_date": "10/28/2019 23:37:47", "content": "Thanks for sharing
", "votes": null, "replies": [] }, { "id": 660363, "author_name": "", "author_url": "", "post_date": "10/29/2019 03:22:15", "content": "Great, it would be very helpful, thanks for sharing!
", "votes": null, "replies": [] }, { "id": 695043, "author_name": "jitendramalik", "author_url": "", "post_date": "12/14/2019 13:32:54", "content": "thanks for sharing
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "660216": "These are the top solutions from past NLP competitions; reading these will give you the idea about different architectures/tricks to do well in NLP competitions. \n\n###[Jigsaw Unintended Bias in Toxicity Classification](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview)\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | [1st place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/103280#latest-619135) | - |\n| 2 | [2nd place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100661#latest-645839) | - |\n| 3 | [3rd place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/97471#latest-645441) | - |\n| 4 | [4th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100811#latest-628545) | [github](https://github.com/iezepov/combat-wombat-bias-in-toxicity) |\n| 5 | [5th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100718#latest-582601) | - |\n| 6 | [6th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/97487#latest-580517) | - |\n| 7 | [7th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100611#latest-584896) | - |\n| 8 | [8th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100961#latest-593873) | - |\n| 9 | [9th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/100530#latest-621342) | - |\n| 10 | [10th place](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/101630#latest-588744) | [github](https://github.com/thuwyh/Jigsaw-Unintended-Bias-in-Toxicity-Classification) |\n\n###[Quora Insincere Questions Classification](https://www.kaggle.com/c/quora-insincere-questions-classification)\n\n| Rank | Description | Code |\n| ------------- |:-------------:| -----:|\n| 1 | [1st place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80568#latest-570793) | - |\n| 2 | [2nd place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/81137#latest-552221) | - |\n| 3 | [3rd place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80495#latest-601758) | [kernel](https://www.kaggle.com/wowfattie/3rd-place) |\n| 4 | [4th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/81632#latest-533550) | [github](https://github.com/k-fujikawa/Kaggle-Quora-Insincere-Questions-Classification) |\n| 5 | - | [kernel](https://www.kaggle.com/jiangm/5th-place-solution) |\n| 7 | [7th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80561) | - |\n| 10 | [10th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80718) | [kernel](https://www.kaggle.com/tks0123456789/pme-ema-6-x-8-epochs) |\n| 13 | [13th place](https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80499#latest-473806) | [kernel](https://www.kaggle.com/canming/ensemble-mean-iii-64-36) |\n\nThese two were the most recent NLP competitions on Kaggle. Other competitions also include\n1. [Quora Question Pairs](https://www.kaggle.com/c/quora-question-pairs)\n2. [Toxic Comment Classification Challenge](https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge)", "660232": "A full list is available at http://kagglesolutions.com/", "660247": "Thanks for sharing", "660363": "Great, it would be very helpful, thanks for sharing!", "695043": "thanks for sharing" }, "source": "meta" }