Zero-Shot Learning

Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning AAAI 2021 Semantics Disentangling for Generalized Zero-Shot Learning ICCV 2021 SituatedQA: Incorporating Extra-Linguistic Contexts into QA EMNLP 2021 Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ACL 2021 Solving Aspect Category Sentiment Analysis as a Text Generation Task EMNLP 2021 SORNet: Spatial Object-Centric Representations for Sequential Manipulation CoRL 2021 STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NeurIPS 2021 Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 Targeted Adversarial Training for Natural Language Understanding NAACL 2021 Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021 Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021 TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ACL 2021 The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation EACL 2021 The Emergence of Objectness: Learning Zero-shot Segmentation from Videos NeurIPS 2021 The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory ICCV 2021 The Role of Syntactic Planning in Compositional Image Captioning EACL 2021 The UMD Submission to the Explainable MT Quality Estimation Shared Task: Combining Explanation Models with Sequence Labeling EMNLP 2021 The Zero Resource Speech Challenge 2021: Spoken Language Modelling Interspeech 2021 Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Towards User-Driven Neural Machine Translation ACL 2021 Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems EMNLP 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Towards Zero-Shot Knowledge Distillation for Natural Language Processing EMNLP 2021