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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

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension ACL 2024
Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ACL 2024
Large language models fail to derive atypicality inferences in a human-like manner ACL 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024
Metadata Enhancement Using Large Language Models ACL 2024
Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
Incremental pre-training from smaller language models ACL 2024
LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions EMNLP 2024
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation NIPS 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Stanceformer: Target-Aware Transformer for Stance Detection EMNLP 2024
RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024
Can Large Language Models Identify Authorship? EMNLP 2024
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence CVPR 2024
ZeroShape: Regression-based Zero-shot Shape Reconstruction CVPR 2024
Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness CVPR 2024
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024
Unified Language-driven Zero-shot Domain Adaptation CVPR 2024