A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

The intersection of users, roles, interactions, and technologies in creativity support tools

JJY Chung, S He, E Adar - Proceedings of the 2021 ACM Designing …, 2021 - dl.acm.org
Creativity Support Tools (CSTs) have become an integral part of artistic creation. The range
of CST technologies is broad—from fabricators to generative algorithms to robots. The …

Generative disco: Text-to-video generation for music visualization

V Liu, T Long, N Raw, L Chilton - arxiv preprint arxiv:2304.08551, 2023 - arxiv.org
Visuals can enhance our experience of music, owing to the way they can amplify the
emotions and messages conveyed within it. However, creating music visualization is a …

Creativity support in the age of large language models: An empirical study involving emerging writers

T Chakrabarty, V Padmakumar, F Brahman… - arxiv preprint arxiv …, 2023 - arxiv.org
The development of large language models (LLMs) capable of following instructions and
engaging in conversational interactions sparked increased interest in their utilization across …

Creativity Support in the Age of Large Language Models: An Empirical Study Involving Professional Writers

T Chakrabarty, V Padmakumar, F Brahman… - Proceedings of the 16th …, 2024 - dl.acm.org
The development of large language models (LLMs) capable of following instructions and
engaging in conversational interactions has led to increased interest in their use across …

A design space for writing support tools using a cognitive process model of writing

K Gero, A Calderwood, C Li… - Proceedings of the first …, 2022 - aclanthology.org
Improvements in language technology have led to an increasing interest in writing support
tools. In this paper we propose a design space for such tools based on a cognitive process …

ContextCam: Bridging Context Awareness with Creative Human-AI Image Co-Creation

X Fan, Z Wu, C Yu, F Rao, W Shi, T Tu - … of the 2024 CHI Conference on …, 2024 - dl.acm.org
The rapid advancement of AI-generated content (AIGC) promises to transform various
aspects of human life significantly. This work particularly focuses on the potential of AIGC to …

The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization

MN Hoque, T Mashiat, B Ghai, CD Shelton… - Proceedings of the …, 2024 - dl.acm.org
The use of Large Language Models (LLMs) for writing has sparked controversy both among
readers and writers. On one hand, writers are concerned that LLMs will deprive them of …

Portrayal: Leveraging nlp and visualization for analyzing fictional characters

MN Hoque, B Ghai, K Kraus, N Elmqvist - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
Many creative writing tasks (eg, fiction writing) require authors to write complex narrative
components (eg, characterization, events, dialogue) over the course of a long story …

DramatVis Personae: Visual text analytics for identifying social biases in creative writing

MN Hoque, B Ghai, N Elmqvist - Proceedings of the 2022 ACM designing …, 2022 - dl.acm.org
Implicit biases and stereotypes are often pervasive in different forms of creative writing such
as novels, screenplays, and children's books. To understand the kind of biases writers are …