The emerging science of interacting minds

T Wheatley, MA Thornton, A Stolk… - Perspectives on …, 2024 - journals.sagepub.com
For over a century, psychology has focused on uncovering mental processes of a single
individual. However, humans rarely navigate the world in isolation. The most important …

Fine-tuning language models to find agreement among humans with diverse preferences

M Bakker, M Chadwick, H Sheahan… - Advances in …, 2022 - proceedings.neurips.cc
Recent work in large language modeling (LLMs) has used fine-tuning to align outputs with
the preferences of a prototypical user. This work assumes that human preferences are static …

The structure of toxic conversations on Twitter

M Saveski, B Roy, D Roy - Proceedings of the web conference 2021, 2021 - dl.acm.org
Social media platforms promise to enable rich and vibrant conversations online; however,
their potential is often hindered by antisocial behaviors. In this paper, we study the …

Pathways to conspiracy: The social and linguistic precursors of involvement in Reddit's conspiracy theory forum

C Klein, P Clutton, AG Dunn - PloS one, 2019 - journals.plos.org
Many individuals who engage with conspiracy theories come to do so through a
combination of individual and social factors. The interaction between these factors is …

Clustering in graphs and hypergraphs with categorical edge labels

I Amburg, N Veldt, A Benson - Proceedings of The Web Conference …, 2020 - dl.acm.org
Modern graph or network datasets often contain rich structure that goes beyond simple
pairwise connections between nodes. This calls for complex representations that can …

Something's brewing! Early prediction of controversy-causing posts from discussion features

J Hessel, L Lee - arXiv preprint arXiv:1904.07372, 2019 - arxiv.org
Controversial posts are those that split the preferences of a community, receiving both
significant positive and significant negative feedback. Our inclusion of the word" community" …

" You Know What to Do" Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks

E Mariconti, G Suarez-Tangil, J Blackburn… - Proceedings of the …, 2019 - dl.acm.org
Video sharing platforms like YouTube are increasingly targeted by aggression and hate
attacks. Prior work has shown how these attacks often take place as a result of" raids," ie …

Trouble on the horizon: Forecasting the derailment of online conversations as they develop

JP Chang, C Danescu-Niculescu-Mizil - arXiv preprint arXiv:1909.01362, 2019 - arxiv.org
Online discussions often derail into toxic exchanges between participants. Recent efforts
mostly focused on detecting antisocial behavior after the fact, by analyzing single comments …

What makes online communities 'better'? Measuring values, consensus, and conflict across thousands of subreddits

G Weld, AX Zhang, T Althoff - … of the International AAAI Conference on …, 2022 - ojs.aaai.org
Making online social communities 'better'is a challenging undertaking, as online
communities are extraordinarily varied in their size, topical focus, and governance. As such …

Analyzing the traits and anomalies of political discussions on reddit

A Guimaraes, O Balalau, E Terolli, G Weikum - Proceedings of the …, 2019 - aaai.org
Online communities like Reddit feature intensive discussions on political topics, engaging
many users who give and receive votes for their posts and comments. Prior work has …