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--- |
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license: mit |
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language: |
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- en |
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tags: |
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- creativity |
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- creative writing |
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- poetry writing |
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- poems |
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pipeline_tag: text2text-generation |
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--- |
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### Collaborative Poetry Writing with Instructions |
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As part of our [work](https://arxiv.org/abs/2210.13669), we release our Instruction-tuned T5-11B model specifically aimed at instructions suited to poetry writing.<br> |
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The expected model output is a single poetic sentence or verse in response to an instruction in natural language provided by a user. Here's an example of the collaborative writing process. <br> |
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<img src="https://github.com/copoet-emnlp/copoet-emnlp.github.io/blob/main/images/CoPoet_Glass_Ceilings-1.png?raw=true" width="400"> |
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The model was finetuned using a dataset of poetic sentences scraped from the internet and then paired to an instruction generated via templates. Training and validation data is shared on our [Github](https://github.com/vishakhpk/creative-instructions).<br> |
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Here are some samples of instructions the model was trained on: <br> |
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<img src="https://github.com/vishakhpk/vishakhpk.github.io/blob/master/assets/img/copoet-instructions.png?raw=true" width="400"> |
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More details about the training and evaluation can be found in the [paper](https://arxiv.org/abs/2210.13669).<br> |
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You can also see poems that were written with model help and the corresponding user interactions on our [website](https://copoet-emnlp.github.io ). |
