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README.md
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- allenai/scirepeval
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**Dec 2023 Update:**
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2. **We have a parallel version (termed [aug2023refresh](https://huggingface.co/allenai/specter2_aug2023refresh)) where the base transformer encoder version is pre-trained on a collection of newer papers (published after 2018).
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However, for benchmarking purposes, please continue using the current version.**
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## SPECTER2
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<!-- Provide a quick summary of what the model is/does. -->
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This is the base model to be used along with the adapters.
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Given the combination of title and abstract of a scientific paper or a short texual query, the model can be used to generate effective embeddings to be used in downstream applications.
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## Usage
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## SPECTER2
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<!-- Provide a quick summary of what the model is/does. -->
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SPECTER2 is a family of models that succeeds [SPECTER](https://huggingface.co/allenai/specter) and is capable of generating task specific embeddings for scientific tasks when paired with [adapters](https://huggingface.co/models?search=allenai/specter-2_).
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Given the combination of title and abstract of a scientific paper or a short texual query, the model can be used to generate effective embeddings to be used in downstream applications.
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**Note:For general embedding purposes, please use [allenai/specter2](https://huggingface.co/allenai/specter2).**
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**To get the best performance on a downstream task type please load the associated adapter () with the base model as in the example below.**
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**Dec 2023 Update:**
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2. **We have a parallel version (termed [aug2023refresh](https://huggingface.co/allenai/specter2_aug2023refresh)) where the base transformer encoder version is pre-trained on a collection of newer papers (published after 2018).
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However, for benchmarking purposes, please continue using the current version.**
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# Adapter `allenai/specter2_regression` for allenai/specter2_base
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An [adapter](https://adapterhub.ml) for the [`allenai/specter2_base`](https://huggingface.co/allenai/specter2_base) model that was trained on the [allenai/scirepeval](https://huggingface.co/datasets/allenai/scirepeval/) dataset.
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This adapter was created for usage with the **[adapter-transformers](https://github.com/adapter-hub/adapters)** library.
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## Usage
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