Zero-Shot Learning

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023 UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense Disambiguation SemEval 2023 ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023 Universal Self-Adaptive Prompting EMNLP 2023 Unsupervised Cross-lingual Word Embedding Representation for English-isiZulu EACL 2023 Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets SemEval 2023 Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World ICCV 2023 Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023 Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NeurIPS 2023 Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts ICCV 2023 What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation NeurIPS 2023 What Can Human Sketches Do for Object Detection? CVPR 2023 What does CLIP know about a red circle? Visual prompt engineering for VLMs ICCV 2023 What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023 WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023 ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation CVPR 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs Interspeech 2023 ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023 Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023 Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023 Zero-Shot Automatic Pronunciation Assessment Interspeech 2023 Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023 Zero-shot causal learning NeurIPS 2023