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Joy Chen

2 accepted papers

2025

Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents

NeurIPS 2025spotlight

There has recently been a surge of interest in Wearable Assistant Agents: agents embodied in a wearable form factor such as smart glasses, who can take actions toward a user’s stated goal — a high-level language-expressed command such as “where did I leave my keys?”, “Text Alice I will be late”, or…

Cited by 0SourceScholar
2025

LCFO: Long Context and Long Form Output Dataset and Benchmarking

ACL 2025finding

This paper presents the Long Context and Form Output (LCFO) benchmark, a novel evaluation framework for assessing gradual summarization and summary expansion capabilities across diverse domains. LCFO consists of long input documents (5k words average length), each of which comes with three summaries…