Zero-Shot Learning

Prompting Large Language Model for Machine Translation: A Case Study ICML 2023 Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023 Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization Interspeech 2023 PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023 Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023 Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023 Pruning Self-Attention for Zero-Shot Multi-Speaker Text-to-Speech Interspeech 2023 PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023 PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NeurIPS 2023 QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023 QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023 Quilt-1M: One Million Image-Text Pairs for Histopathology NeurIPS 2023 RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training CVPR 2023 Random Boxes Are Open-world Object Detectors ICCV 2023 Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023 ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023 Relative representations enable zero-shot latent space communication ICLR 2023 Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023 RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023 Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 2023 Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection ACL 2023 Revealing Single Frame Bias for Video-and-Language Learning ACL 2023 Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023 Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023 Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023