GUI agents can transform live web interfaces in real-time via DOM manipulations to deliver contextual assistance directly within the application.
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6 Pith papers cite this work, alongside 61 external citations. Polarity classification is still indexing.
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Pith papers citing it
61
external citations · external index
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2026 6roles
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ShapeTalk coordinates an LLM-based natural-language parser and a sketch-based matcher for iterative, cross-modal time-series pattern search, translating free-form text into editable shape-feature constraints.
LLM chat systems show large differences in reference quantity and quality, but users rarely click or engage with them.
ToxiShield delivers a real-time GitHub extension with a BERT toxicity detector at 98% accuracy, a Claude-based coach, and a fine-tuned Llama reframer at 95% style transfer accuracy, validated by a 10-person TAM study.
Qualitative studies show creatives prefer self-experimentation over structured guidance for GenAI image tools to preserve creative autonomy despite terminology barriers.
A systematic review of user experiments finds that dark patterns reliably alter behavior with large variance in effect sizes, most interventions fail to mitigate them, and effects are similar across tested demographic groups.
citing papers explorer
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Beyond Chat and Clicks: GUI Agents for In-Situ Assistance via Live Interface Transformation
GUI agents can transform live web interfaces in real-time via DOM manipulations to deliver contextual assistance directly within the application.
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ShapeTalk: Combining Natural Language and Sketch for Time-Series Pattern Querying
ShapeTalk coordinates an LLM-based natural-language parser and a sketch-based matcher for iterative, cross-modal time-series pattern search, translating free-form text into editable shape-feature constraints.
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Analyzing the Presentation, Content, and Utilization of References in LLM-powered Conversational AI Systems
LLM chat systems show large differences in reference quantity and quality, but users rarely click or engage with them.
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ToxiShield: Promoting Inclusive Developer Communication through Real-Time Toxicity Filtering
ToxiShield delivers a real-time GitHub extension with a BERT toxicity detector at 98% accuracy, a Claude-based coach, and a fine-tuned Llama reframer at 95% style transfer accuracy, validated by a 10-person TAM study.
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How Creatives Approach GenAI Image Generation: Tensions Between Structured Guidance, Self-Experimentation, and Creative Autonomy
Qualitative studies show creatives prefer self-experimentation over structured guidance for GenAI image tools to preserve creative autonomy despite terminology barriers.
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A Systematic Review of User Experiments Measuring the Effects of Dark Patterns
A systematic review of user experiments finds that dark patterns reliably alter behavior with large variance in effect sizes, most interventions fail to mitigate them, and effects are similar across tested demographic groups.