Frank Xing

SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis

2020

Deep learning has unlocked new paths towards the emulation of the peculiarly-human capability of learning from examples. While this kind of bottom-up learning works well for tasks such as image classification or object detection, it …

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

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

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 …