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cs.CL2025
TAMA: Tool-Augmented Multimodal Agent for Procedural Activity Understanding
Kimihiro Hasegawa, Wiradee Imrattanatrai, Masaki Asada +2
Procedural activity assistants potentially support humans in a variety of settings, from our daily lives, e.g., cooking or assembling flat-pack furniture, to professional situation…
cs.CL2025
ProMQA-Assembly: Multimodal Procedural QA Dataset on Assembly
Kimihiro Hasegawa, Wiradee Imrattanatrai, Masaki Asada +5
Assistants on assembly tasks show great potential to benefit humans ranging from helping with everyday tasks to interacting in industrial settings. However, evaluation resources in…
cs.CV2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities
Wiradee Imrattanatrai, Masaki Asada, Kimihiro Hasegawa +3
This paper presents VDAct, a dataset for a Video-grounded Dialogue on Event-driven Activities, alongside VDEval, a session-based context evaluation metric specially designed for th…