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

Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023

Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023

MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023

Universal Information Extraction as Unified Semantic Matching AAAI 2023

Multilingual Simplification of Medical Texts EMNLP 2023

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023

AnyTOD: A Programmable Task-Oriented Dialog System EMNLP 2023

Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents EMNLP 2023

R2H: Building Multimodal Navigation Helpers that Respond to Help Requests EMNLP 2023

Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023

Entailment as Robust Self-Learner ACL 2023

Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023

FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models EMNLP 2023

Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation EMNLP 2023

The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023

Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance EMNLP 2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023

Can Language Models Understand Physical Concepts? EMNLP 2023

A Universal Discriminator for Zero-Shot Generalization ACL 2023

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL 2023

Exploring Lottery Prompts for Pre-trained Language Models ACL 2023

Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023

Team QUST at SemEval-2023 Task 3: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting Online News Genre, Framing and Persuasion Techniques ACL 2023

SemEval-2023 Task 1: Visual Word Sense Disambiguation ACL 2023