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Zero-Shot Learning
3043 directly classified papers
Papers per year
2009: 1
2010: 1
2013: 12
2014: 7
2015: 11
2016: 18
2017: 37
2018: 53
2019: 141
2020: 162
2021: 286
2022: 350
2023: 583
2024: 597
2025: 654
2026: 130
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
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