Zero-Shot Learning

Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NeurIPS 2022 ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022 Zero-Shot Cross-lingual Semantic Parsing ACL 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Zero-shot Entity Linking with Less Data NAACL 2022 Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022 Zero-Shot Text-Guided Object Generation With Dream Fields CVPR 2022 Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NeurIPS 2022 Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models Interspeech 2022 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021 A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs CoNLL 2021 Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021 AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings WACV 2021 Can Sequence-to-Sequence Models Crack Substitution Ciphers? ACL 2021 CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ACL 2021 Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT EACL 2021 Dual Progressive Prototype Network for Generalized Zero-Shot Learning NeurIPS 2021 Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ICCV 2021 Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021 FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021 GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings SemEval 2021 Hierarchical Phone Recognition with Compositional Phonetics Interspeech 2021 IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021