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"cell_type": "markdown",

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"source": [

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"# Navigating Scientific Papers in 2D Scatter Plots\n",

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"A simple way to get a glimpse of how scientific papers are related to one another is to plot their projections on a 2D plain, similar to https://huggingface.co/spaces/gwfuwaterloo/

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"\n",

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"This notebook provides steps to visualize papers from the [ACL Anthology](https://aclanthology.org/). For this purpose, we first embed papers using a model (e.g. [spectre2](https://huggingface.co/allenai/specter2_base) by default) into dense representations. After clustering them, we apply tSNE to project them into 2 dimensions for visualization.\n",

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"\n",



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"cell_type": "markdown",

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"source": [

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"# Navigating Scientific Papers in 2D Scatter Plots\n",

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+
"A simple way to get a glimpse of how scientific papers are related to one another is to plot their projections on a 2D plain, similar to https://huggingface.co/spaces/gwfuwaterloo/aclspectrum.\n",

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"\n",

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"This notebook provides steps to visualize papers from the [ACL Anthology](https://aclanthology.org/). For this purpose, we first embed papers using a model (e.g. [spectre2](https://huggingface.co/allenai/specter2_base) by default) into dense representations. After clustering them, we apply tSNE to project them into 2 dimensions for visualization.\n",

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"\n",
