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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

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

CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026

Knowing What’s Missing: Assessing Information Sufficiency in Question Answering EACL 2026

Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026

Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark EACL 2026

Can ChatGPT Really Understand Modern Chinese Poetry? 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

Online Polarization Detection in Persian (Farsi) Social Media EACL 2026

Extending ASR Evaluation Resources for Modern Greek Dialects EACL 2026

Text Classification Under Class Distribution Shift: A Survey EACL 2026

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

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

Zero-Shot Domain Generalisation via Prompt-Driven Feature Refinement WACV 2026

Zero-Shot Coreset Selection via Iterative Subspace Sampling WACV 2026

FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026

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

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026

CAPE: A CLIP-Aware Pointing Ensemble of Complementary Heatmap Cues for Embodied Reference Understanding WACV 2026

3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting WACV 2026

DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting WACV 2026

A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026

Any Detector Can Detect Anything WACV 2026