Zero-Shot Learning

Cross-Lingual Phrase Retrieval ACL 2022 Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022 Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022 DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022 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 Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022 Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022 Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022 DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NeurIPS 2022 Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022 From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction EMNLP 2022 Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022 Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022 Grounded Language-Image Pre-Training CVPR 2022 How Language-Dependent is Emotion Detection? Evidence from Multilingual BERT EMNLP 2022 I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NeurIPS 2022 Image Segmentation Using Text and Image Prompts CVPR 2022 Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022