Frank Xing — accepted AI-conference papers

2022

Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents

Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria

AAAI 2022technical

The goal of building intelligent dialogue systems has largely been separately pursued under two paradigms: task-oriented dialogue (TOD) systems, which perform task-specific functions, and open-domain dialogue (ODD) systems, which focus on non-goal-oriented chitchat. The two dialogue modes can potent…

Cited by 69 Source ↗PDF ↗code ↗Scholar ↗

2020

Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets

Frank Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria

COLING 2020main

The recent dominance of machine learning-based natural language processing methods has fostered the culture of overemphasizing model accuracies rather than studying the reasons behind their errors. Interpretability, however, is a critical requirement for many downstream AI and NLP applications, e.g.…

Cited by 92 Source ↗PDF ↗Scholar ↗