Create README.md

README.md

@@ -0,0 +1,7 @@
+[DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization](https://arxiv.org/abs/2109.02492).
+
+## Introduction
+DialogLED is a pre-trained model for long dialogue understanding and summarization. It builds on the Longformer-Encoder-Decoder (LED) architecture and uses window-based denoising as the pre-training task on a large amount of long dialogue data for further training. Here is a large version of DialogLED, the input length is limited to 5,120 in the pre-training phase.
+
+## Finetuning for Downstream Tasks
+Please refer to [our GitHub page](https://github.com/microsoft/DialogLM).