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

Black-box Backdoor Defense via Zero-shot Image Purification NIPS 2023

Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NIPS 2023

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023

Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023

N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition INTERSPEECH 2023

KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023

Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023

A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023

QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023

Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023

Code Execution with Pre-trained Language Models ACL 2023

Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023

Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023

MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023

Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023

Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023

Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023

Do Large Language Models Know What They Don’t Know? ACL 2023

Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023

Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023

Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods ACL 2023

Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023

Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023