18 citations · 24 across the 10 of their papers we have counts for
10 papers
The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse
Xiaobo Guo, Neil Potnis, Melody Yu +2
The ability for individuals to constructively engage with one another across lines of difference is a critical feature of a healthy pluralistic society. This is also true in online…
Enhanced Detection of Conversational Mental Manipulation Through Advanced Prompting Techniques
Ivory Yang, Xiaobo Guo, Sean Xie +1
This study presents a comprehensive, long-term project to explore the effectiveness of various prompting techniques in detecting dialogical mental manipulation. We implement Chain-…
Serial Position Effects of Large Language Models
Xiaobo Guo, Soroush Vosoughi
Large Language Models (LLMs) have shown remarkable capabilities in zero-shot learning applications, generating responses to queries using only pre-training information without the…
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization
Xiaobo Guo, Soroush Vosoughi
The rapid proliferation of online content necessitates effective summarization methods, among which dynamic aspect-based summarization stands out. Unlike its traditional counterpar…
LOLAMEME: Logic, Language, Memory, Mechanistic Framework
Jay Desai, Xiaobo Guo, Srinivasan H. Sengamedu
The performance of Large Language Models has achieved superhuman breadth with unprecedented depth. At the same time, the language models are mostly black box models and the underly…
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization
Xiaobo Guo, Jay Desai, Srinivasan H. Sengamedu
To generate summaries that include multiple aspects or topics for text documents, most approaches use clustering or topic modeling to group relevant sentences and then generate a s…
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
Xiaobo Guo, Soroush Vosoughi
Aspect-based summarization has seen significant advancements, especially in structured text. Yet, summarizing disordered, large-scale texts, like those found in social media and cu…
Capturing Topic Framing via Masked Language Modeling
Xiaobo Guo, Weicheng Ma, Soroush Vosoughi
Differential framing of issues can lead to divergent world views on important issues. This is especially true in domains where the information presented can reach a large audience,…
Emotion-based Modeling of Mental Disorders on Social Media
Xiaobo Guo, Yaojia Sun, Soroush Vosoughi
According to the World Health Organization (WHO), one in four people will be affected by mental disorders at some point in their lives. However, in many parts of the world, patient…
Multi-modal Identification of State-Sponsored Propaganda on Social Media
Xiaobo Guo, Soroush Vosoughi
The prevalence of state-sponsored propaganda on the Internet has become a cause for concern in the recent years. While much effort has been made to identify state-sponsored Interne…