A pseudo-annotation pipeline combines fingerspelling and isolated sign recognizers with K-Shot LLM estimation to produce ranked time-aligned gloss annotations from signed video and English input.
L2m1 and l2m2 acquisition of sign lexicon: The impact of multimodality on the sign second language acquisition.Frontiers in Psychol- ogy, 13:896254
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Bootstrapping Sign Language Annotations with Sign Language Models
A pseudo-annotation pipeline combines fingerspelling and isolated sign recognizers with K-Shot LLM estimation to produce ranked time-aligned gloss annotations from signed video and English input.