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

Enhancing Vision Language Corruption Robustness using Cross-Distribution & Prompted Denoisers WACV 2026

Zero-Shot Coreset Selection via Iterative Subspace Sampling WACV 2026

Unsupervised Segmentation by Diffusing, Walking and Cutting WACV 2026

Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data WACV 2026

Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis WACV 2026

You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026

MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026

Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026

Zero-Shot Open-Schema Entity Structure Discovery EACL 2026

Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026

The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning EACL 2026

Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling EACL 2026

Improving on State-of-the-Art Models for Sentiment Analysis on Saudi-English Code-Switching Text EACL 2026

Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis EACL 2026

Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings EACL 2026

MorphoFiltered-Gemini at MWE-2026 PARSEME 2.0 Subtask 1: Tackling LLM Overgeneration via Universal POS-based Constraints EACL 2026

ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026

FormGym: Doing Paperwork with Agents EACL 2026

Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026

Extending ASR Evaluation Resources for Modern Greek Dialects EACL 2026

Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026

MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026

VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026

Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026