Update README.md

README.md

@@ -8,9 +8,11 @@ tags:
 - poetry writing
 - poems
 ---
-Instruction-tuned T5-11B model specifically aimed at instructions suited to poetry writing.<br> 
-The expected model output is a single poetic sentence or verse in response to an instruction in natural language.<br> 
-The model was finetuned using a dataset of poetic sentences scraped from the internet and then paired to an instruction generated via templates. Training and validation data is shared on our [Github](https://github.com/vishakhpk/creative-instructions).<be>
+### Collaborative Poetry Writing with Instructions
+As part of our [work](https://arxiv.org/abs/2210.13669), we release our Instruction-tuned T5-11B model specifically aimed at instructions suited to poetry writing.<br> 
+The expected model output is a single poetic sentence or verse in response to an instruction in natural language provided by a user. Here's an example of the collaborative writing process. <br> 
+<img src="https://github.com/copoet-emnlp/copoet-emnlp.github.io/blob/main/images/CoPoet_Glass_Ceilings-1.png?raw=true"  width="400">
+The model was finetuned using a dataset of poetic sentences scraped from the internet and then paired to an instruction generated via templates. Training and validation data is shared on our [Github](https://github.com/vishakhpk/creative-instructions).<br>
 Here are some samples of instructions the model was trained on: <br>
 <img src="https://github.com/vishakhpk/vishakhpk.github.io/blob/master/assets/img/copoet-instructions.png?raw=true"  width="400">
 More details about the training and evaluation can be found in the [paper](https://arxiv.org/abs/2210.13669).<br>