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Temple University
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VLMs achieve over 74% F1 on standard ERD elements but falter dramatically on complex constructs, revealing critical gaps in multimodal understanding.
Document-level sentiment analysis gets a boost with DanceHA, a multi-agent framework that not only tackles the complexity of informal writing but also shows how agent knowledge can be distilled into more efficient student models.