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Zero-Shot Learning

3,143 papers

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Papers

Do LLM hallucination detectors suffer from low-resource effect? EACL 2026

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

A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026

Text Classification Under Class Distribution Shift: A Survey EACL 2026

Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026

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

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

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

Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026

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

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

HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer EACL 2026

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

Building ASR Resources for the Hutsul Dialect of Ukrainian EACL 2026

Extending ASR Evaluation Resources for Modern Greek Dialects EACL 2026

Hypothesis-Driven Reasoning for Large Language Models AAAI 2026

Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026

Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026