@article{imrattanatrai-etal-2026-vdact, title = "{VDA}ct 2.0: Scaling Video-Grounded Dialogue for Event-driven Activity Understanding with {LLM}-Assisted Filtering", author = "Imrattanatrai, Wiradee and Asada, Masaki and Hasegawa, Kimihiro and Fukuda, Ken and Mitamura, Teruko", editor = "Piperidis, Stelios and Bel, N{\'u}ria and van den Heuvel, Henk and Ide, Nancy and Krek, Simon and Toral, Antonio", journal = "International Conference on Language Resources and Evaluation", volume = "main", month = may, year = "2026", address = "Palma de Mallorca, Spain", publisher = "ELRA Language Resource Association", url = "https://preview.aclanthology.org/ingest-lrec/2026.lrec-main.208/", pages = "2653--2666" }