Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

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Knowledge Triples

Source Entity	Relationship	Target Entity
Fine-tuned Pre-trained Language Models Method	proposes	Regularized Fine Tuning Method
Regularized Fine Tuning Method	evaluatedIn	Six Datasets Material
Regularized Fine Tuning Method	improves	Expectation Calibration Error Metric
Regularized Fine Tuning Method	improves	Misclassification Detection Task
Regularized Fine Tuning Method	includes	Off Manifold Regularization Method
Regularized Fine Tuning Method	includes	On Manifold Regularization Method