Zero-Shot Learning

Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022 Good Night at 4 pm?! Time Expressions in Different Cultures ACL 2022 Grounded Language-Image Pre-Training CVPR 2022 GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022 HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022 Hierarchical Recurrent Aggregative Generation for Few-Shot NLG ACL 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022 Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection SemEval 2022 How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? COLING 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NeurIPS 2022 Identifying Physical Object Use in Sentences EMNLP 2022 IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments ACL 2022 Illiterate DALL-E Learns to Compose ICLR 2022 Image Segmentation Using Text and Image Prompts CVPR 2022 Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022 Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions NAACL 2022 Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022 Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NeurIPS 2022 Improving Zero-Shot Multilingual Text Generation via Iterative Distillation COLING 2022 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention AAAI 2022 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022 Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022