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@@ -33,7 +33,7 @@ At DAIR.AI we ❤️ reading ML papers so we've created this repo to highlight t
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## Top ML Papers of the Week (May 1-7)
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| **Paper** | **Links** |
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| ------------- | ------------- |
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-| 1) **scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI** - a foundation large language model pretrained on 10 million cells for single-cell biology. | [Paper]([XXX](https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1)), [Tweet](https://twitter.com/dair_ai/status/1655223088152211456?s=20) |
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+| 1) **scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI** - a foundation large language model pretrained on 10 million cells for single-cell biology. | [Paper](https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1), [Tweet](https://twitter.com/dair_ai/status/1655223088152211456?s=20) |
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| 2) **GPTutor: a ChatGPT-powered programming tool for code explanation** - a ChatGPT-powered tool for code explanation provided as a VSCode extension; claims to deliver more concise and accurate explanations than vanilla ChatGPT and Copilot; performance and personalization enhanced via prompt engineering; programmed to use more relevant code in its prompts. | [Paper]([XXX](https://arxiv.org/abs/2305.01863)), [Tweet](https://twitter.com/dair_ai/status/1655223089754517509?s=20) |
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| 3) **Shap-E: Generating Conditional 3D Implicit Functions** - a conditional generative model for 3D assets; unlike previous 3D generative models, this model generates implicit functions that enable rendering textured meshes and neural radiance fields. | [Paper](https://arxiv.org/abs/2305.02463), [Tweet](https://twitter.com/dair_ai/status/1655223091482566663?s=20) |
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| 4) **Are Emergent Abilities of Large Language Models a Mirage?** - presents an alternative explanation to the emergent abilities of LLMs; suggests that existing claims are creations of the researcher’s analyses and not fundamental changes in model behavior on specific tasks with scale| [Paper](https://arxiv.org/abs/2304.15004), [Tweet](https://twitter.com/dair_ai/status/1655223092975640578?s=20) |
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