AutoMates@IJCAI24: AutoMates: the Second International Workshop on No-Code Copilots IJCAI2024 Jeju, South Korea, August 5, 2024 |
Conference website | https://sites.google.com/view/automatesworkshop/home |
Submission link | https://easychair.org/conferences/?conf=automatesijcai24 |
Building upon the success of the workshop at IJCAI 2023 Macau, we are excited to announce the call for papers for the upcoming workshop. This workshop aims to push the boundaries of research in the field by delving deeper into current trends such as large language models and visual language models, while also emphasizing the pivotal role of humans in AI-human interaction.
This year, our focus is on exploring how non-programming end-users can seamlessly interact with, manage, and instruct AI-driven systems, thereby embracing a more intuitive, human-centric approach. We aim to ignite discussions and investigations into the effective integration of modern AI techniques, particularly in the realm of no-code digital copilots, where humans take on the role of supervisors guiding and teaching machines.
Submission Guidelines
Abstract submission: May 10, 2024
Paper submission: May 15, 2024
Submissions must be written in English, prepared using IJCAI24 style, formatted in PDF and submitted through EasyChair. An Overleaf page for LaTeX users is available at this address. Alternatively, you can download an offline version with the style files.
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Extended Abstracts (up to 6 pages including an appropriate number of references): results and ideas of interest to the AutoMates community, including position papers, system and application descriptions and presentations of preliminary results, overview of papers accepted at another conference or which you submitted or plan to submit to another conference.
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Regular papers (up to 9 pages including an appropriate number of references): must contain enough substance that they can be cited in other publications and may not have appeared before.
List of Topics
- Integration of AI techniques such as natural language processing, conversational AI, and robotic process automation in digital copilots
- Human-computer interaction in the context of AI-driven systems
- Business process management and the role of digital copilots in enterprise settings
- Challenges and opportunities in no-code automation
- Ethical considerations and trust of AI-driven copilots
- No-code-low-code digital assistants
- Large language models and vision-language models for UI automation
- Grounding human instructions
- Multi-modal-based semantic representation of UI actions
- Multi-modal-based interfaces and human-computer interaction with digital apprentices
- Prompt- and dialog-based specification of tasks
- End-user programming, validation, and supervision of AI-based automation systems
- Human-in-the-loop AI, human-AI collaboration, human-centered AI
- Training and feedback approaches in support of end-user customization of work
- Program generation and validation techniques (e.g, program synthesis)
- AI Training and supervision methods
- Novel AI approaches for digital automation and robotic process automation
- Methodologies for understanding and automating UIs
- AI planning
Venue
The conference will be held in Jeju (see https://ijcai24.org/local-information/)
Contact
All questions about submissions should be emailed to: automatesworkshop@gmail.com