BackTranslation2.0 is a linguistically motivated evaluation metric for sign language production that uses an agentic tool pipeline and LLM cross-referencing to score four dimensions and shows strong human correlation on a BSL dataset.
arXiv preprint arXiv:2601.19577 (01 2026)
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BackTranslation2.0 -- A Linguistically Motivated Metric to Assess Sign Language Production
BackTranslation2.0 is a linguistically motivated evaluation metric for sign language production that uses an agentic tool pipeline and LLM cross-referencing to score four dimensions and shows strong human correlation on a BSL dataset.