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 …
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 …
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
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 …
Wizard``role-plays''a not readily available technology and interacts with participants to elicit …
Survey of Cultural Awareness in Language Models: Text and Beyond
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 …
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
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 …
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
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 …
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 …
and artistic integrity. This paper focuses on creativity, defined as consensual agreement …
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants
The recent excitement around generative models has sparked a wave of proposals
suggesting the replacement of human participation and labor in research and development …
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
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 …
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
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 …
online surveys and experiments. This study examines participants' use of large language …