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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

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
Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
Content Moderation for Evolving Policies using Binary Question Answering ACL 2023
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023
A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023
Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions ACL 2023
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens ACL 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image Diffusion ACL 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data ACL 2023