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arXiv:2601.14271v1 Announce Type: new Abstract: Modern data systems must support accountability across persistent legal, political, and analytic disagreement. This requirement…
arXiv:2601.13964v2 Announce Type: replace-cross Abstract: The quality of data augmentation serves as a critical determinant for the performance of contrastive…
arXiv:2601.15111v1 Announce Type: cross Abstract: We expose a critical limitation in current approaches to machine unlearning in language models: despite…
arXiv:2601.15109v1 Announce Type: cross Abstract: The interoperability of data and intelligence across allied partners and their respective end-user groups is…
arXiv:2601.13704v2 Announce Type: replace-cross Abstract: In speech machine learning, neural network models are typically designed by choosing an architecture with…