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Across three visual tasks, it is shown that pathway selection is task-dependent, and that data distribution and prompt design can also modulate which pathway is used to solve the image-based query.
Legal decisions on asylum applications consist of long, complex, and heterogeneous documents, covering narrative applicant interviews, original decisions, and additional supporting materials. If an application is rejected, a critical question in processing an appeal is whether the credibility of the information in the...
The central finding is that cross-lingual contrastive preference tuning on self-generations (CroCo) transfers without language-specific preference annotation, and shows promising directions for multilingual preference tuning using self-generations.
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