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Within Semantic Scholar, TLDR provides short, automatically generated summaries of scholarly papers. Developed by the Allen Institute for Artificial Intelligence, the feature aims to express a paper's central contribution in a single sentence. It appears alongside research discovery information, hel...
The Longformer Encoder-Decoder is a transformer model developed by AllenAI specifically for summarizing long documents. It employs an attention mechanism enabling processing of sequences up to 4096 tokens – significantly exceeding standard transformer capabilities. This architecture is particularly...
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