Fix displacy.render usage for Jupyter Notebooks

[AkashHiremath856]

Summary

This PR fixes incorrect usage of displacy.render with IPython.display.HTML, which caused rendering issues in Jupyter Notebooks.

Fix

Replaces:

display(HTML(displacy.render(doc, style="ent")))

[notlosca]

Had the same issue and solved by slightly modifying the init.py (like you). The problem is related to the IPython version. Since IPython 7.14 they moved IPython display to another package (ref: jessevig/bertviz#140)

[AkashHiremath856]

Thanks