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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

The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) AACL 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels AACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
DSBC : Data Science task Benchmarking with Context engineering AACL 2025
Mitigating Label Length Bias in Large Language Models AACL 2025
Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric IJCAI 2025
ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis NAACL 2025
DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation AACL 2025
Bilingual Zero-Shot Stance Detection ACL 2025
Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025
Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image AAAI 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
Fair Training with Zero Inputs AAAI 2025
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025
Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation CVPR 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025
Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025
Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection NAACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025