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Causal Fine-Tuning under Latent Confounded Shift

cs.LG · 2024-10-18 · unverdicted · novelty 5.0

Causal Fine-Tuning decomposes BERT representations into causal and spurious parts via SCM inductive bias to improve robustness under latent confounded shifts in text classification.

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  • Causal Fine-Tuning under Latent Confounded Shift cs.LG · 2024-10-18 · unverdicted · none · ref 61

    Causal Fine-Tuning decomposes BERT representations into causal and spurious parts via SCM inductive bias to improve robustness under latent confounded shifts in text classification.