Video Caption Verification

Grounding inconsistencies in long-form videos and captions.

This line of work studies how to verify video captions against multimodal evidence. The current focus is building benchmarks for grounding inconsistencies in long-form videos, with an emphasis on misinformation detection and evidence retrieval.

Related publication: (Sharma et al., 2026)

References

2026

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    GroundInc: Grounding Inconsistencies for Video Caption Verification
    Shivam Sharma, Y. Kementchedjhieva, and I. Gurevych
    Under Review, EMNLP, 2026