Zero-Shot Learning

DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NeurIPS 2022 Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022 Disentangled Action Recognition with Knowledge Bases NAACL 2022 Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022 Disentangling Visual Embeddings for Attributes and Objects CVPR 2022 Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022 “Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022 Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NeurIPS 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody Modeling IJCAI 2022 Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NeurIPS 2022 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 End-to-end model for named entity recognition from speech without paired training data Interspeech 2022 End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022 Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022 Evolutionary Variational Optimization of Generative Models JMLR 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022