Update README.md

README.md

@@ -1,3 +1,23 @@
 ---
 license: cc-by-nc-sa-4.0
+pipeline_tag: conversational
 ---
+
+Imaginary Embeddings utilize Curved Contrastive Learning (see paper [Imagination Is All You Need!](https://arxiv.org/pdf/2211.07591.pdf) (ACL 2023)) on [Sentence Transformers](https://sbert.net/) for long-short term dialogue planning and efficient abstract sequence modeling.
+
+This model uses speaker tokens and was evaluated in the Short-Term planning experiments.
+
+## Setup
+```bash
+python -m pip install imaginaryNLP
+```
+
+## Usage
+```python
+candidates = ['Want to eat something out ?',
+              'Want to go for a walk ?']
+
+goal = ' I am hungry.'
+
+stp.short_term_planning(candidates, goal)
+```