Teacher, Trainer, Counsel, Spy: How Generative AI can Bridge or Widen the Gaps in Worker-Centric Digital Phenotyping of Wellbeing

V Das Swain, K Saha - Proceedings of the 3rd Annual Meeting of the …, 2024 - dl.acm.org
The increasing integration of computing technologies in the workplace has also seen the
conceptualization and development of data-driven and algorithmic tools that aim to improve …

Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention

CD Whitney, J Norman - The 2024 ACM Conference on Fairness …, 2024 - dl.acm.org
Machine learning systems require representations of the real world for training and testing-
they require data, and lots of it. Collecting data at scale has logistical and ethical challenges …

On LLM Wizards: Identifying Large Language Models' Behaviors for Wizard of Oz Experiments

J Fang, N Arechiga, K Namaoshi, N Bravo… - arXiv preprint arXiv …, 2024 - arxiv.org
The Wizard of Oz (WoZ) method is a widely adopted research approach where a human
Wizard``role-plays''a not readily available technology and interacts with participants to elicit …

Survey of Cultural Awareness in Language Models: Text and Beyond

S Pawar, J Park, J Jin, A Arora, J Myung… - arXiv preprint arXiv …, 2024 - arxiv.org
Large-scale deployment of large language models (LLMs) in various applications, such as
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …

Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models

EL Ungless, N Vitsakis, Z Talat, J Garforth… - arXiv preprint arXiv …, 2024 - arxiv.org
This whitepaper offers an overview of the ethical considerations surrounding research into
or with large language models (LLMs). As LLMs become more integrated into widely used …

Diverse, but Divisive: LLMs Can Exaggerate Gender Differences in Opinion Related to Harms of Misinformation

T Neumann, S Lee, M De-Arteaga, S Fazelpour… - arXiv preprint arXiv …, 2024 - arxiv.org
The pervasive spread of misinformation and disinformation poses a significant threat to
society. Professional fact-checkers play a key role in addressing this threat, but the vast …

Playwriting with Large Language Models: Perceived Features, Interaction Strategies and Outcomes

P Grigis, A De Angeli - … of the 2024 International Conference on …, 2024 - dl.acm.org
Large Language Models (LLMs) are sparking debates about creativity, intellectual property,
and artistic integrity. This paper focuses on creativity, defined as consensual agreement …

'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants

S Kapania, W Agnew, M Eslami, H Heidari… - arXiv preprint arXiv …, 2024 - arxiv.org
The recent excitement around generative models has sparked a wave of proposals
suggesting the replacement of human participation and labor in research and development …

HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs

J Shen, J Mire, HW Park, C Breazeal, M Sap - arXiv preprint arXiv …, 2024 - arxiv.org
Empathy serves as a cornerstone in enabling prosocial behaviors, and can be evoked
through sharing of personal experiences in stories. While empathy is influenced by narrative …

[PDF][PDF] Generative ai meets open-ended survey responses: Participant use of ai and homogenization

S Zhang, J Xu, A Alvero - 2024 - osf.io
The growing popularity of generative AI tools presents new challenges for data quality in
online surveys and experiments. This study examines participants' use of large language …