Work

SarcEmp - Fine-tuning DialoGPT for Sarcasm and Empathy

Year: 2024
Type: conference-paper
Abstract: Conversational models often face challenges such as a lack of emotional temperament and a limited sense of humor when interacting with users.To address these issues, we have selected relevant data and fine-tuned the model to (i) humanize the chatbot based on the user's emotional response and the context of the conversation using a dataset based on empathy and (ii) enhanced conversations while incorporating humor/sarcasm for better user engagement.We aspire to achieve more personalized and enhanced user-computer interactions with the help of varied datasets involving sarcasm together with empathy on top of already available state-of-the-art conversational systems.
Language: English
Open Access status: gold
OpenAlex ID: W7126398638
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