tomaarsen HF staff commited on
Commit
bcf02f8
1 Parent(s): 1e4be92

Add triplet subset

Browse files
Files changed (1) hide show
  1. README.md +16 -1
README.md CHANGED
@@ -8,7 +8,7 @@ language:
8
  multilinguality:
9
  - monolingual
10
  size_categories:
11
- - 100K<n<1M
12
  task_categories:
13
  - feature-extraction
14
  - sentence-similarity
@@ -108,4 +108,19 @@ This dataset contains the [Quora](https://huggingface.co/datasets/quora) Questio
108
  }
109
  ```
110
  * Collection strategy: Filtering away the "different" options from the `pair-class` subset, removing the label column, and renaming the columns.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
111
  * Deduplified: No
 
8
  multilinguality:
9
  - monolingual
10
  size_categories:
11
+ - 1M<n<10M
12
  task_categories:
13
  - feature-extraction
14
  - sentence-similarity
 
108
  }
109
  ```
110
  * Collection strategy: Filtering away the "different" options from the `pair-class` subset, removing the label column, and renaming the columns.
111
+ * Deduplified: No
112
+
113
+ ### `triplet` subset
114
+
115
+ * Columns: "anchor", "positive", "negative"
116
+ * Column types: `str`, `str`, `str`
117
+ * Examples:
118
+ ```python
119
+ {
120
+ 'anchor': 'Why in India do we not have one on one political debate as in USA?",
121
+ 'positive': 'Why cant we have a public debate between politicians in India like the one in US?',
122
+ 'negative': 'Can people on Quora stop India Pakistan debate? We are sick and tired seeing this everyday in bulk?',
123
+ }
124
+ ```
125
+ * Collection strategy: Taken from [embedding-training-data](https://huggingface.co/datasets/sentence-transformers/embedding-training-data), which states: "Duplicate question pairs from Quora with additional hard negatives (mined & denoised by cross-encoder)".
126
  * Deduplified: No