zero-shot learning

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022 Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022 Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 Building an Event Extractor with Only a Few Examples NAACL 2022 ByT5 model for massively multilingual grapheme-to-phoneme conversion Interspeech 2022 Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022 C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022 Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022 CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022 Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022 CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training NAACL 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 CLIP4IDC: CLIP for Image Difference Captioning AACL 2022 CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022 CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media COLING 2022 Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning ICLR 2022 Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian ACL 2022 CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations ACL 2022 COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022