Zero-Shot Learning

Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021 How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021 HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NeurIPS 2021 IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021 IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021 Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction EMNLP 2021 Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning NAACL 2021 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021 Improving Zero-Shot Translation by Disentangling Positional Information ACL 2021 Incremental Embedding Learning via Zero-Shot Translation AAAI 2021 Independent Prototype Propagation for Zero-Shot Compositionality NeurIPS 2021 Informative and Controllable Opinion Summarization EACL 2021 Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations ICCV 2021 Is Everything in Order? A Simple Way to Order Sentences EMNLP 2021 Issues with Entailment-based Zero-shot Text Classification ACL 2021 KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021 Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021 kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021 Knowledge-aware Zero-Shot Learning: Survey and Perspective IJCAI 2021 Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering AAAI 2021 Known unknowns: Learning novel concepts using reasoning-by-elimination UAI 2021 Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021 Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021