metadata
license: mit
language:
- en
Dataset Card for Daily Facts
It's now possible to edit facts directly into an LLM without retraining or finetuning. This dataset is a list of new facts generated by exa.ai's search to obtain new facts that can be fed into the model to tackle hallucination.
Dataset Details
Inspired from KnowEdit, the dataset has the following columns - "subject", "prompt", "ground_truth", "target_new".
Dataset Description
10 articles are chosen from exa's search API from each of the following domains -
- "Latest news and advancements in Politics and facts",
- "Latest news in sport with facts",
- "Latest news in current events with facts"
- "Artificial intelligence advancements with facts",
- "Climate change impact",
- "Developments in quantum computing",
- "Recent breakthroughs in renewable energy",
- "Cryptocurrency market trends",
- "Space exploration and discoveries",
- "Global economic indicators",
- "Emerging medical treatments and research",
- "Cybersecurity threats and countermeasures",
- "Social media platform updates and policies",
- "Technological advancements in smartphones",
- "Environmental conservation efforts",
- "Developments in autonomous vehicles",
- "Breakthroughs in genomics and biotechnology
The articles are then curated into the following schema -
- "subject": "The subject of the fact that has its ground truth changing",
- "prompt": "A one line summary of the fact that is changing",
- "ground_truth": "What the previous value for the fact used to be.",
- "target_new": "What the new value for the fact will be now",
Dataset Card Authors [optional]
For any questions, please reach out to Shardul directly at me@shardulb.xyz.