Computational Humor and Context: Role of context in pun interpretation by language models and the impact of language ambiguity on pun recognition.

Irony Detection in Tweets: Distinguishing types of irony (e.g., sarcasm) in tweets and the challenges of detecting irony in short, informal texts.

AI in Enterprise Solutions: Evolution of AI and Machine Learning roles in enterprise solutions over the years based on Madiha's career progression.