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README.md

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 # LED_para document simplification model
 
-This is a pretrained version of the document simplification model presented in the EACL 2023 paper "Context-Aware Document Simplification". 
-It is an end-to-end system based on the Longformer encoder-decoder that operates at the paragraph-level.
+This is a pretrained version of the document simplification model presented in the Findings of ACL 2023 paper ["Context-Aware Document Simplification"](https://arxiv.org/abs/2305.06274). 
+
+It is an end-to-end system based on the [Longformer encoder-decoder](https://huggingface.co/allenai/led-base-16384) that operates at the paragraph-level.
 
 Target reading levels (1-4) should be indicated via a control token prepended to each input sequence ("\<RL_1\>", "\<RL_2\>", "\<RL_3\>", "\<RL_4\>"). If using the terminal interface, this will be handled automatically.