Insights into User Interface Innovations from a Design Thinking Workshop at deRSE25
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Abstract (arXiv)
Large Language Models have become widely adopted tools due to their versatile capabilities, yet their user interfaces remain limited, often following rigid, linear interaction paradigms. In this paper, we present insights from a design thinking workshop held at the deRSE25 conference aiming at collaboratively developing innovative user interface concepts for LLMs. During the workshop, participants identified common use cases, evaluated the strengths and shortcomings of current LLM interfaces, and created visualizations of new interaction concepts emphasizing flexible context management, dynamic conversation branching, and enhanced mechanisms for user control. We describe how these participant-generated ideas advanced our own whiteboard-based UI approach. The ongoing development of this interface is guided by the human-centered design process - an iterative, user-focused methodology that emphasizes continuous refinement through user feedback. Broader implications for future LLM interface development are discussed, advocating for increased attention to UI innovation grounded in user-centered design principles.
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References · 14
- 2017Attention Is All You Needcited by 60,361
- 2023A Survey of Large Language Modelscited by 2,576
- 2020The Pile: An 800GB Dataset of Diverse Text for Language Modelingcited by 2,411
- 2018SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processingcited by 1,989
- 2023A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questionscited by 1,601
- 2023A Comprehensive Overview of Large Language Modelscited by 648
- 2024Large Language Models: A Surveycited by 525
- 2023Challenges and Applications of Large Language Modelscited by 254
- 2024Large Language Models and Games: A Survey and Roadmapcited by 93
- 2023DirectGPT: A Direct Manipulation Interface to Interact with Large Language Modelscited by 32
- 2024Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Functioncited by 24
- 2023Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration Systemcited by 20
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- 2024Constraining Participation: Affordances of Feedback Features in Interfaces to Large Language Models
- 2026AlignUI: A Method for Designing LLM-Generated UIs Aligned with User Preferences
- 2025Improving User Interface Generation Models from Designer Feedback
- 2026Reasoning for Mobile User Experience with Multimodal LLMs: Task, Benchmark, and Approach
- 2024Mediating Modes of Thought: LLM's for design scripting
- 2025MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces