36 citations · 89 across the 10 of their papers we have counts for
6 papers · 1 filter
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
Huaman Sun, Jiaxin Pei, Minje Choi +1
Human judgments are inherently subjective and are actively affected by personal traits such as gender and ethnicity. While Large Language Models (LLMs) are widely used to simulate…
You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments
Bangzhao Shu, Lechen Zhang, Minje Choi +5
The versatility of Large Language Models (LLMs) on natural language understanding tasks has made them popular for research in social sciences. To properly understand the properties…
Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics
Aparna Ananthasubramaniam, Hong Chen, Jason Yan +7
Linguistic style matching (LSM) in conversations can be reflective of several aspects of social influence such as power or persuasion. However, how LSM relates to the outcomes of o…
Profile Update: The Effects of Identity Disclosure on Network Connections and Language
Minje Choi, Daniel M. Romero, David Jurgens
Our social identities determine how we interact and engage with the world surrounding us. In online settings, individuals can make these identities explicit by including them in th…
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark
Minje Choi, Jiaxin Pei, Sagar Kumar +2
Large language models (LLMs) have been shown to perform well at a variety of syntactic, discourse, and reasoning tasks. While LLMs are increasingly deployed in many forms including…
Analyzing the Engagement of Social Relationships During Life Event Shocks in Social Media
Minje Choi, David Jurgens, Daniel M. Romero
Individuals experiencing unexpected distressing events, shocks, often rely on their social network for support. While prior work has shown how social networks respond to shocks, th…