zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets ICML 2023

Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023

Prompting Large Language Model for Machine Translation: A Case Study ICML 2023

Evolving Semantic Prototype Improves Generative Zero-Shot Learning ICML 2023

HHU at SemEval-2023 Task 3: An Adapter-based Approach for News Genre Classification SEMEVAL 2023

Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets SEMEVAL 2023

Weakly-Supervised Questions for Zero-Shot Relation Extraction EACL 2023

Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023

Image-Text Pre-Training for Logo Recognition WACV 2023

SATR: Zero-Shot Semantic Segmentation of 3D Shapes ICCV 2023

Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ICCV 2023

Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization INTERSPEECH 2023

Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023

Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023

Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023

Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023

MathPrompter: Mathematical Reasoning using Large Language Models ACL 2023

Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023

Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023

Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023

Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023

Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023

teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach ACL 2023

GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters ACL 2023

ML Mob at SemEval-2023 Task 1: Probing CLIP on Visual Word-Sense Disambiguation ACL 2023