Data · dataset · 2024
yjeong/GPT-Narratives-for-Materials
Listed in Hugging Face Datasets
1.5 million materials narratives generated by chatbots Dataset containing synthetically generated (by GPT-3.5) language-materials narratives.There is a significant bias in the materials studied and mentioned in the literature (Figure a).
Description
By utilizing uniform elemental distribution of materials from an open database (Figure b), we can overcome this bias and teach the language model a diverse range of knowledge (Figure c).
Details described in the following paper:… See the full description on the dataset page: huggingface.co/datasets/yjeong/GPT-Narratives-for-Materials.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/yjeong/GPT-Narratives-for-Materials ↗
landing page · from Hugging Face
- DOI doi.org/10.57967/hf/2770 ↗
DOI / persistent id · from Hugging Face
Documentation and papers
- arXiv:2308.13687 arxiv.org/abs/2308.13687 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/yjeong/GPT-Narratives-for-Materials ↗
metadata API · from Hugging Face
Topics
- From keywords
- Chemistry · Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | yjeong/GPT-Narratives-for-Materials | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:chemistry | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['chemistry'] |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |