Update README.md

README.md

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 <br>
 
-<p>
-
 Hosting models and datasets for <a href="https://github.com/asahi417/tner">T-NER</a>, which is a python tool for language model fine-tuning on named-entity-recognition (NER) implemented in pytorch, available via [pip](https://pypi.org/project/tner/).
 
-- GitHub: <a href="https://github.com/asahi417/tner">https://github.com/asahi417/tner</a>
-- Paper: <a href="https://aclanthology.org/2021.eacl-demos.7/">https://aclanthology.org/2021.eacl-demos.7/</a> 
-- HuggingFace: <a href="https://huggingface.co/tner">https://huggingface.co/tner</a>
-- PyPI: <a href="https://pypi.org/project/tner">https://pypi.org/project/tner</a>
-
+Install tner via pip,
 <pre class="line-numbers">
    <code class="language-python">
       pip install tner
    </code>
 </pre>
+and play with NER models.
+<pre class="line-numbers">
+   <code class="language-python">
+      from tner import TransformersNER
+      model = TransformersNER('tner/roberta-large-conll2003')
+      output = model.prediction(["Jacob Collier is a Grammy awarded English artist from London"])
+   </code>
+</pre>
 
+See more information bellow.
+<ul>
+   <li>&nbsp; - GitHub: <a href="https://github.com/asahi417/tner">https://github.com/asahi417/tner</a></li>
+   <li>&nbsp; - Paper: <a href="https://aclanthology.org/2021.eacl-demos.7/">https://aclanthology.org/2021.eacl-demos.7/</a></li>
+   <li>&nbsp; - HuggingFace: <a href="https://huggingface.co/tner">https://huggingface.co/tner</a></li>
+   <li>&nbsp; - PyPI: <a href="https://pypi.org/project/tner">https://pypi.org/project/tner</a></li>
+</ul>