https://github.com/tomekkorbak/quora-question-pairs
This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.
https://github.com/tomekkorbak/quora-question-pairs
kaggle lstm paraphrase-identification quora quora-question-pairs siamese-network
Last synced: 2 months ago
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This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.
- Host: GitHub
- URL: https://github.com/tomekkorbak/quora-question-pairs
- Owner: tomekkorbak
- Created: 2017-04-14T11:38:35.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2017-09-03T21:35:08.000Z (about 8 years ago)
- Last Synced: 2025-04-08T04:05:06.405Z (6 months ago)
- Topics: kaggle, lstm, paraphrase-identification, quora, quora-question-pairs, siamese-network
- Language: Jupyter Notebook
- Homepage:
- Size: 66.4 KB
- Stars: 2
- Watchers: 2
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# quora-question-pairs
This repo contains models by the team of @360er0 and @tomekkorbak as they participated in [Quora question pairs](https://www.kaggle.com/c/quora-question-pairs) Kaggle contest.
| id | leaderboard log loss| description | team member |
| --- | --- | --- | --- |
| 1 | 0.39 | siamese LSTM with pretrained glove embeddings and batch normalization | @tomekkorbak |
| 2 | 0.44| ?? | @360er0 |
| 3 | 0.43| ?? | @360er0 |
| 4 | 0.40| ?? | @360er0 |
| 5 | 0.45| ?? | @360er0 |
| 6 | 0.42| ?? | @360er0 |
| 7 | 0.74 | siamese bidirectional LSTM with gloves and l2 norm between sentence representations | @tomekkorbak |
| 8 | 0.46 | siamese bidirectional double LSTM with attention, gloves and batch normalization| @tomekkorbak |
| 9 | 0.35 | average of 1 and 4 | @360er0 & @tomekkorbak |