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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation ICML 2023
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting ICML 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023
Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023
HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis SEMEVAL 2023
ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis SEMEVAL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) SEMEVAL 2023
Zero-shot Probing of Pretrained Language Models for Geography Knowledge IJCNLP 2023
Reference-Free Summarization Evaluation with Large Language Models IJCNLP 2023
Exploring Prompting Large Language Models as Explainable Metrics IJCNLP 2023
Subequivariant Graph Reinforcement Learning in 3D Environments ICML 2023
One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023
Universal Morphology Control via Contextual Modulation ICML 2023
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML 2023
Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer INTERSPEECH 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023
CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection ACL 2023
Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023
Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs EMNLP 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering EMNLP 2023
Allies: Prompting Large Language Model with Beam Search EMNLP 2023
Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023