# Conversational AI: An Explication of Few-Shot Learning Problem in Transformers-Based Chatbot Systems

> Research article (IEEE Transactions on Computational Social Systems, 2023) · cited 36× · AI/ML

**Wikidata**: [openalex:W4380785202](https://www.wikidata.org/wiki/openalex:W4380785202)  
**Source**: https://4ort.xyz/entity/conversational-ai-an-explication-of-few-shot-learning-problem-in-transformers-based-chatbot-systems