Everything related to Fatima Al-Fihri Predoctoral Fellowship project titled "Robust Representation Learning"
- RATT: Leveraging Unlabeled Data to Guarantee Generalization
- IN-N-OUT: PRE-TRAINING AND SELF-TRAINING USING AUXILIARY INFORMATION FOR OUT-OFDISTRIBUTION ROBUSTNESS
- SSMBA: Self-Supervised Manifold Based Data Augmentation
- Increasing Robustness to Spurious Correlations using Forgettable Examples
- Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures
- Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification
- SelfNorm and CrossNorm for Out-of-Distribution Robustness
- Contrastive Out-of-Distribution Detection for Pretrained Transformers
- An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models