Co-author of the research paper on intent extraction through decomposition presented at EMNLP 2025
How media typically covers Yoni Halpern
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Small multimodal models using a decomposed two-stage approach (screen summarization then intent extraction) achieve comparable performance to significantly larger LLMs for understanding user intent from UI interactions while enabling on-device processing.
“Co-author of the research paper on intent extraction through decomposition presented at EMNLP 2025”