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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Unified Contrastive Learning in Image-Text-Label Space CVPR 2022
Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training NAACL 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning NAACL 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022
Zero-shot cross-lingual open domain question answering NAACL 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection NAACL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection NAACL 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022
Zero-Shot Logit Adjustment IJCAI 2022
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches NAACL 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022
Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features NAACL 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi NAACL 2022