anchor
stringlengths
3
430
positive
stringlengths
2
295
Astrology: I am a Capricorn Sun Cap moon and cap rising...what does that say about me?
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How can I be a good geologist?
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What can make Physics easy to learn?
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How is the new Harry Potter book 'Harry Potter and the Cursed Child'?
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What is Java programming? How To Learn Java Programming Language ?
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What is the best book ever made?
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What is a narcissistic personality disorder?
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How I can speak English fluently?
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How helpful is QuickBooks' auto data recovery support phone number to recover your corrupted data files?
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Who is the richest gambler of all time and how can I reach his level?
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What is purpose of life?
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What are some of the high salary income jobs in the field of biotechnology?
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Which is the best gaming laptop under 60k INR?
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What are some of the best romantic movies in English?
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How does 3D printing work?
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What's the difference between love and pity?
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What do you think China food?
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What mineral holds the highest electrical charge?
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Can excessive amounts of Vitamin C cause me to have a miscarriage?
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Is Morgan Freeman correct when he says the only way to stop racism, is to stop talking about it?
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Do animals kiss?
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Dataset Card for Quora Duplicate Questions

This dataset contains the Quora Question Pairs dataset in four formats that are easily used with Sentence Transformers to train embedding models. The data was originally created by Quora for this Kaggle Competition.

Dataset Subsets

pair-class subset

  • Columns: "sentence1", "sentence2", "label"
  • Column types: str, str, class with {"0": "different", "1": "duplicate"}
  • Examples:
    {
      'sentence1': 'What is the step by step guide to invest in share market in india?',
      'sentence2': 'What is the step by step guide to invest in share market?',
      'label': 0,
    }
    
  • Collection strategy: A direct copy of Quora, but with more conveniently parsable columns.
  • Deduplified: No

pair subset

  • Columns: "anchor", "positive"
  • Column types: str, str
  • Examples:
    {
      'anchor': 'Astrology: I am a Capricorn Sun Cap moon and cap rising...what does that say about me?',
      'positive': "I'm a triple Capricorn (Sun, Moon and ascendant in Capricorn) What does this say about me?",
    }
    
  • Collection strategy: Filtering away the "different" options from the pair-class subset, removing the label column, and renaming the columns.
  • Deduplified: No

triplet-all subset

  • Columns: "anchor", "positive", "negative"
  • Column types: str, str, str
  • Examples:
    {
      'anchor': 'Why in India do we not have one on one political debate as in USA?",
      'positive': 'Why cant we have a public debate between politicians in India like the one in US?',
      'negative': 'Can people on Quora stop India Pakistan debate? We are sick and tired seeing this everyday in bulk?',
    }
    
  • Collection strategy: Taken from embedding-training-data, which states: "Duplicate question pairs from Quora with additional hard negatives (mined & denoised by cross-encoder)". Then, take all possible triplet pairs.
  • Deduplified: No

triplet subset

  • Columns: "anchor", "positive", "negative"
  • Column types: str, str, str
  • Examples:
    {
      'anchor': 'Why in India do we not have one on one political debate as in USA?",
      'positive': 'Why cant we have a public debate between politicians in India like the one in US?',
      'negative': 'Can people on Quora stop India Pakistan debate? We are sick and tired seeing this everyday in bulk?',
    }
    
  • Collection strategy: Taken from embedding-training-data, which states: "Duplicate question pairs from Quora with additional hard negatives (mined & denoised by cross-encoder)". Then, take the anchor, positive and the first negative of each sample.
  • Deduplified: No
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Models trained or fine-tuned on sentence-transformers/quora-duplicates

Collection including sentence-transformers/quora-duplicates