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cs.AI2026
ProEvent: An Event-centric Benchmark for Proactive Agents
Guanzhen Li, Liangming Pan, Leye Wang
Proactive agents are expected to anticipate user needs and provide autonomous assistance by perceiving environmental context without explicit instructions. A fundamental capability…
cs.AI2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning
Yuxi Xie, Guanzhen Li, Min-Yen Kan
We introduce ECHo (Event Causality Inference via Human-Centric Reasoning), a diagnostic dataset of event causality inference grounded in visio-linguistic social scenarios. ECHo emp…