docs: add active learning with small text and listener tutorial (#1585,

#1609)

* docs: add tutorial

* docs: remove as_pandas argument

* docs: latest version of code

* docs: add simulation with transformers

* chorse: run black

* docs: adapt tutorial to query_params

* docs: start fleshing out

* docs: first complete version

* docs: remove simulation and sklearn part

* docs: add simulation bonus

* docs: add screenshot

* docs: add to gallery

* docs: add emoji

* docs: add video

* docs: remove bonus: sklearn-transformers comparison

* docs: fix listener decorator link

(cherry picked from commit f254e8d)

docs: implement christopher comments

(cherry picked from commit 090f8a8)

Closes #1601,#421

docs/tutorials/active-learning.md

@@ -10,12 +10,20 @@ These tutorials show you how to create Active Learning workflows with Rubrix.
 
 Build an active learning prototype with Rubrix, ModAL and scikit-learn to filter spam from the YouTube Spam Collection dataset.
 ```
+
+```{grid-item-card} 👂 Learn actively, and listen carefully to small-text
+:img-top: ../_static/tutorials/active_learning_with_small_text/screenshot.png
+:link: active_learning_with_small_text.ipynb
+
+Set up a complete active learning loop in the Rubrix UI with small-text and a Hugging Face transformer using a Rubrix listener.
+```
 ````
 
 ```{toctree}
 :maxdepth: 1
 :hidden:
 
 05-active_learning.ipynb
+active_learning_with_small_text.ipynb
 ```