Di-Xin Yang

ELMA: Benchmarking Anaphoric Compositions for Long-Term Text-to-Motion Generation

This paper introduces ELMA, an episodic long-term motion dataset with dense segment-level annotations that preserve cross-segment dependencies, and benchmark representative long-term motion generation models under independent and anaphoric instruction settings, and study whether contextual fine-tuning improves long-ran...