1 code implementation • 9 Sep 2021 • Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria
It features inter-mode contextual dependency, i. e., the dialogue turns from the two modes depend on each other.
Ranked #1 on Dialogue Generation on FusedChat
no code implementations • COLING 2020 • Frank Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria
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.
Autonomous Driving Cultural Vocal Bursts Intensity Prediction +1
no code implementations • LREC 2022 • Erik Cambria, Qian Liu, Sergio Decherchi, Frank Xing, Kenneth Kwok
In recent years, AI research has demonstrated enormous potential for the benefit of humanity and society.
no code implementations • 11 Jan 2024 • Frank Xing
Large language models (LLMs) have drastically changed the possible ways to design intelligent systems, shifting the focuses from massive data acquisition and new modeling training to human alignment and strategical elicitation of the full potential of existing pre-trained models.
no code implementations • 17 Feb 2024 • Xiaohua Wu, Lin Li, Xiaohui Tao, Frank Xing, Jingling Yuan
We achieve this through: (1) proving that multiple prediction models with additive factor attributions will have the desirable property of primary and secondary relations consistency, and (2) showing that factor relations with quantity can be represented as an importance distribution for encoding domain knowledge.