Building machines that learn and think with people

KM Collins, I Sucholutsky, U Bhatt, K Chandra… - Nature human …, 2024 - nature.com
What do we want from machine intelligence? We envision machines that are not just tools
for thought but partners in thought: reasonable, insightful, knowledgeable, reliable and …

Data playwright: Authoring data videos with annotated narration

L Shen, H Li, Y Wang, T Luo, Y Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Creating data videos that effectively narrate stories with animated visuals requires
substantial effort and expertise. A promising research trend is leveraging the easy-to-use …

Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits

T Chakrabarty, P Laban, CS Wu - ar** people write, and LLM-generated text is making its way
into social media, journalism, and our classrooms. However, the differences between LLM …

Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions

H Shen, T Knearem, R Ghosh, K Alkiek… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in general-purpose AI have highlighted the importance of guiding AI
systems towards the intended goals, ethical principles, and values of individuals and …

SARD: A Human-AI Collaborative Story Generation

AY Radwan, KM Alasmari, OA Abdulbagi… - … Conference on Human …, 2024 - Springer
Generative artificial intelligence (GenAI) has ushered in a new era for storytellers, providing
a powerful tool to ignite creativity and explore uncharted narrative territories. As technology …

Writing with AI Lowers Psychological Ownership, but Longer Prompts Can Help

N Joshi, D Vogel - arxiv preprint arxiv:2404.03108, 2024 - arxiv.org
Feelings of something belonging to someone is called" psychological ownership." A
common assumption is that writing with generative AI lowers psychological ownership, but …

Story-Driven: Exploring the Impact of Providing Real-time Context Information on Automated Storytelling

JH Belz, LM Weilke, A Winter, P Hallgarten… - Proceedings of the 37th …, 2024 - dl.acm.org
Stories have long captivated the human imagination with narratives that enrich our lives.
Traditional storytelling methods are often static and not designed to adapt to the listener's …

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 …

Gazelle: An Instruction Dataset for Arabic Writing Assistance

SM Magdy, F Alwajih, SY Kwon, R Abdel-Salam… - arxiv preprint arxiv …, 2024 - arxiv.org
Writing has long been considered a hallmark of human intelligence and remains a pinnacle
task for artificial intelligence (AI) due to the intricate cognitive processes involved. Recently …

Need Help? Designing Proactive AI Assistants for Programming

V Chen, A Zhu, S Zhao, H Mozannar, D Sontag… - arxiv preprint arxiv …, 2024 - arxiv.org
While current chat-based AI assistants primarily operate reactively, responding only when
prompted by users, there is significant potential for these systems to proactively assist in …