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Data Sources
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Can you identify question pairs that have the same intent?
Last Updated: 2 years ago
Shawshank About That The 't Things Redemption Know You Didn 20 About this Competition

The goal of this competition is to predict which of the provided pairs of questions contain two questions with the same meaning. The ground truth is the set of labels that have been supplied by human experts. The ground truth labels are inherently subjective, as the true meaning of sentences can never be known with certainty. Human labeling is also a 'noisy' process, and reasonable people will disagree. As a result, the ground truth labels on this dataset should be taken to be 'informed' but not 100% accurate, and may include incorrect labeling. We believe the labels, on the whole, to represent a reasonable consensus, but this may often not be true on a case by case basis for individual items in the dataset.

Please note: as an anti-cheating measure, Kaggle has supplemented the test set with computer-generated question pairs. Those rows do not come from Quora, and are not counted in the scoring. All of the questions in the training set are genuine examples from Quora.

Data fields

  • id - the id of a training set question pair
  • qid1, qid2 - unique ids of each question (only available in train.csv)
  • question1, question2 - the full text of each question
  • is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise.
Run Info
Didn 't Things 20 That Know You About Redemption Shawshank The Succeeded
Defines Good Cottage Strategy Culture Natural Organic Cheese 0RCPxR
Exit Code
Timeout Exceeded
Run Time
86.7 seconds
Queue Time
0 seconds
Know 't Shawshank The Didn 20 That About Things Redemption You Output Size
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Failure Message
Time Line # Log Message
Shawshank Things About You Know 20 't The Redemption That Didn 1 [{
2 "data": "[NbConvertApp] Converting notebook __notebook_source__.ipynb to html\n",
3 "stream_name": "stderr",
4 Shawshank The Things 't Know About Didn Redemption 20 You That "time": 1.9497386750299484
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7 "stream_name": "stderr",
9 }{
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12 "time": 1.777095741010271
13 },{
14 "data": "[NbConvertApp] Executing notebook with kernel: python3\n",
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16 You Didn 't That Know Things About Shawshank The 20 Redemption "time": 1.8343869810341857
17 },{
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19 "stream_name": "stderr",
20 "time": 21.97756649000803
21 }{
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25 },{
26 "data": "[NbConvertApp] Writing 273567 bytes to __results__.html\n",
27 "stream_name": "stderr",
28 "time": 2.0625659110373817
29 }
32 Complete. Exited with code 0.
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