← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech INTERSPEECH 2024
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers INTERSPEECH 2024
DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense SEMEVAL 2024
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SEMEVAL 2024
Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024
CLIP in Mirror: Disentangling text from visual images through reflection NIPS 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense SEMEVAL 2024
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SEMEVAL 2024
ReCLIP: Refine Contrastive Language Image Pre-Training With Source Free Domain Adaptation WACV 2024
Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy INTERSPEECH 2024
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024
Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024
Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles SEMEVAL 2024
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models NAACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024
Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection SEMEVAL 2024