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--- |
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license: mit |
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task_categories: |
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- question-answering |
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language: |
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- en |
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size_categories: |
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- 10K<n<100K |
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pretty_name: ARD |
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--- |
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# AI Alignment Research Dataset |
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This dataset is based on [alignment-research-dataset](https://github.com/moirage/alignment-research-dataset). |
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For more information about the dataset, have a look at the [paper](https://arxiv.org/abs/2206.02841) or [LessWrong](https://www.lesswrong.com/posts/FgjcHiWvADgsocE34/a-descriptive-not-prescriptive-overview-of-current-ai) post. |
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It is currently maintained and kept up-to-date by volunteers at StampyAI / AI Safety Info. |
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## Sources |
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The important thing here is that not all of the dataset entries contain all the same keys. |
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They all have the keys: id, source, title, text, and url |
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Other keys are available depending on the source document. |
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1. `source`: indicates the data sources: |
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- agentmodels |
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- aiimpacts.org |
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- aipulse.org |
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- aisafety.camp |
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- arbital |
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- arxiv_papers |
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- audio_transcripts |
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- carado.moe |
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- cold.takes |
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- deepmind.blog |
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- distill |
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- eaforum |
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- **gdocs** |
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- **gdrive_ebooks** |
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- generative.ink |
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- gwern_blog |
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- intelligence.org |
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- jsteinhardt |
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- lesswrong |
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- **markdown.ebooks** |
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- nonarxiv_papers |
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- qualiacomputing.com |
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- **reports** |
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- stampy |
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- vkrakovna |
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- waitbutwhy |
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- yudkowsky.net |
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2. `alignment_text`: This is label specific to the arXiv papers. We added papers to the dataset using Allen AI's SPECTER model and included all the papers that got a confidence score of over 75%. However, since we could not verify with certainty that those papers where about alignment, we've decided to create the `alignment_text` key with the value `"pos"` when we manually labeled it as an alignment text and `"unlabeled"` when we have not labeled it yet. Additionally, we've only included the `text` for the `"pos"` entries, not the `"unlabeled"` entries. |
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## Contributing |
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Join us at [StampyAI](https://coda.io/d/AI-Safety-Info_dfau7sl2hmG/Get-involved_susRF#_lufSr). |
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## Citing the Dataset |
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Please use the following citation when using our dataset: |
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Kirchner, J. H., Smith, L., Thibodeau, J., McDonnell, K., and Reynolds, L. "Understanding AI alignment research: A Systematic Analysis." arXiv preprint arXiv:2022.4338861 (2022). |
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