Zero-Shot Learning

Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Structural generalization is hard for sequence-to-sequence models EMNLP 2022 Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022 Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing COLING 2022 Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition CVPR 2022 Teaching Unseen Low-resource Languages to Large Translation Models EMNLP 2022 Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions CVPR 2022 Temporal Alignment Networks for Long-Term Video CVPR 2022 Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification ICLR 2022 TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022 Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NeurIPS 2022 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NeurIPS 2022 Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes NeurIPS 2022 Topic-Regularized Authorship Representation Learning EMNLP 2022 Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022 Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs EMNLP 2022 Towards Compositional Generalization in Code Search EMNLP 2022 Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NeurIPS 2022 Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022 Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022 Towards Improved Zero-shot Voice Conversion with Conditional DSVAE Interspeech 2022 Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022