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--- |
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license: mit |
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language: |
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- en |
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--- |
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# Dataset Card for Daily Facts |
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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](https://exa.ai/)'s search |
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to obtain new facts that can be fed into the model to tackle hallucination. |
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## Dataset Details |
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Inspired from [KnowEdit](https://huggingface.co/datasets/zjunlp/KnowEdit/viewer), the dataset has the following columns - "subject", "prompt", "ground_truth", "target_new". |
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### Dataset Description |
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10 articles are chosen from exa's search API from each of the following domains - |
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- "Latest news and advancements in Politics and facts", |
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- "Latest news in sport with facts", |
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- "Latest news in current events with facts" |
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- "Artificial intelligence advancements with facts", |
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- "Climate change impact", |
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- "Developments in quantum computing", |
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- "Recent breakthroughs in renewable energy", |
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- "Cryptocurrency market trends", |
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- "Space exploration and discoveries", |
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- "Global economic indicators", |
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- "Emerging medical treatments and research", |
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- "Cybersecurity threats and countermeasures", |
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- "Social media platform updates and policies", |
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- "Technological advancements in smartphones", |
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- "Environmental conservation efforts", |
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- "Developments in autonomous vehicles", |
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- "Breakthroughs in genomics and biotechnology |
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The articles are then curated into the following schema - |
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- "subject": "The subject of the fact that has its ground truth changing", |
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- "prompt": "A one line summary of the fact that is changing", |
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- "ground_truth": "What the previous value for the fact used to be.", |
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- "target_new": "What the new value for the fact will be now", |
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## Dataset Card Authors [optional] |
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[Shardul](https://github.com/bansal19), [Akshaj](https://github.com/aksj98) and [Shukant](https://github.com/ShukantPal) |
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For any questions, please reach out to Shardul directly at me@shardulb.xyz. |
