Kevin Ferreira — accepted AI-conference papers

2024

Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents

Yixiao Wang, Homa Fashandi, Kevin Ferreira

EMNLP 2024industry

This study explores the consistency of personality traits in quantized large language models (LLMs) for edge device role-playing scenarios. Using the Big Five personality traits model, we evaluate how stable assigned personalities are for Quantized Role-Playing Dialog Agents (QRPDA) during multi-tur…

Cited by 2 Source ↗PDF ↗Scholar ↗

2024

Personal Large Language Model Agents: A Case Study on Tailored Travel Planning

Harmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira +1

EMNLP 2024industry

Large Language Models (LLMs) have made significant progress, becoming more autonomous and capable of handling real-world tasks through their access to tools, various planning strategies, and memory, referred to as LLM agents. One emerging area of focus is customizing these models to cater to individ…

Cited by 8 Source ↗PDF ↗Scholar ↗