Large language models produce outputs presented as discoveries - new proofs, conjectures, or molecules. Whether such an output that appears creative is truly original and effective is hard to establish: open-ended outputs require subjective judgment, the output may replicate something seen in training, or the task may...
Eric Xie, Wenqian Ye, Ai-Dong Zhang· 1 citation· ⚡1
Concept-Residual eXpansion (CRX), a concept-augmented framework that improves robustness by expanding the set of candidate predictive features by improving robustness to spurious correlations, is proposed.
Eric Xie, Guang-Zhi Xiong, Wenqian Ye et al.· Proceedings of the 32nd ACM...· 0 citations
Concept-Residual eXpansion (CRX), a concept-augmented framework that improves robustness by expanding the set of candidate predictive features by improving robustness to spurious correlations, is proposed.
Eric Xie, Guangzhi Xiong, Wenqian Ye et al.· Proceedings of the 32nd ACM...· 0 citations
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