out-of-distribution generalization

Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022 CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Discovering Invariant Rationales for Graph Neural Networks ICLR 2022 Diverse Weight Averaging for Out-of-Distribution Generalization NeurIPS 2022 ER-Test: Evaluating Explanation Regularization Methods for Language Models EMNLP 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022 Evaluating Out-of-Distribution Performance on Document Image Classifiers NeurIPS 2022 Exploring Length Generalization in Large Language Models NeurIPS 2022 Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022 FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022 Functional Indirection Neural Estimator for Better Out-of-distribution Generalization NeurIPS 2022 Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Goal Misgeneralization in Deep Reinforcement Learning ICML 2022 Handling Distribution Shifts on Graphs: An Invariance Perspective ICLR 2022 Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022 Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022 Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NeurIPS 2022 Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022 In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications ICLR 2022 InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022