Search Results for author: Frank Xing

Found 5 papers, 1 papers with code

Fusing task-oriented and open-domain dialogues in conversational agents

1 code implementation9 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.

Dialogue Generation

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

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

Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

no code implementations11 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.

Management Sentiment Analysis

Primary and Secondary Factor Consistency as Domain Knowledge to Guide Happiness Computing in Online Assessment

no code implementations17 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.

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