out-of-domain generalization

Retrieval-Augmented Multiple Instance Learning NeurIPS 2023 Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023 You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models EMNLP 2023 Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022 Certifying Out-of-Domain Generalization for Blackbox Functions ICML 2022 Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022 Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022 Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation NAACL 2022 Invariant Language Modeling EMNLP 2022 Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL 2022 PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022 Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022 The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022 Towards Improving Selective Prediction Ability of NLP Systems ACL 2022 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022 An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021 CNNBiF: CNN-based Bigram Features for Named Entity Recognition EMNLP 2021 Counterfactual Maximum Likelihood Estimation for Training Deep Networks NeurIPS 2021 How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021 On Calibration and Out-of-Domain Generalization NeurIPS 2021 Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021 Variational Information Bottleneck for Effective Low-Resource Fine-Tuning ICLR 2021 Domain Adaptive Image-to-Image Translation CVPR 2020 End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020