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Datasets:
stanfordnlp
/
SHP

Tasks:
Text Generation
Question Answering
Modalities:
Tabular
Text
Formats:
json
Languages:
English
Size:
100K - 1M
ArXiv:
Tags:
human feedback
rlhf
preferences
reddit
preference model
RL
Libraries:
Datasets
Dask
Dataset card Data Studio Files Community
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Update README.md

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@@ -29,7 +29,6 @@ Specifically, given a post P and two comments (A,B) we only included the prefere
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  Since comments made earlier get more visibility, the first condition is needed to ensure that A's higher score is not the result of a first-mover advantage.
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  Since the comment score is also a noisy estimate of the comment's utility, the second and third conditions were enforced to ensure that the preference is genuine.
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- We did not allow edited posts, since that opens the possibility of one comment being written with more context than another.
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  SHP compares favorably to other preference datasets.
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  The input in SHP contains more [FLANT5-usable information](https://icml.cc/virtual/2022/oral/16634) about the preference label than in [Anthropic's HH-RLHF dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf):
 
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  Since comments made earlier get more visibility, the first condition is needed to ensure that A's higher score is not the result of a first-mover advantage.
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  Since the comment score is also a noisy estimate of the comment's utility, the second and third conditions were enforced to ensure that the preference is genuine.
 
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  SHP compares favorably to other preference datasets.
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  The input in SHP contains more [FLANT5-usable information](https://icml.cc/virtual/2022/oral/16634) about the preference label than in [Anthropic's HH-RLHF dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf):