Method

Zero-Shot Learning

Zero-Shot Learning is an advanced artificial intelligence system that learns to process human language by being trained on vast amounts of text data.

Papers Using
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20 papers
Beyond Uniform Forgetting: A Study of Sequential Direct Preference Optimization Across Preference Settings

Beyond Uniform Forgetting: A Study of Sequential Direct Preference Optimization Across Preference Settings

Pranav Bhandari, Mehwish Nasim, Nicolas Fay et al.• 2026

Zero-Shot Learning
★ 106
Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

Rongpeng Zhu, Zijian Zhou, Bin Fu et al.• 2026

Zero-Shot Learning
★ 134
DeceptionX: Explainable Deception Detection with Multimodal Large Language Models

DeceptionX: Explainable Deception Detection with Multimodal Large Language Models

Jiajian Huang, Taorui Wang, Hui Ma et al.• 2026

Zero-Shot Learning
★ 86
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

Xinyu Tang, Tianshu Wang, Zujie Wen et al.• 2026

Zero-Shot Learning
★ 97
Statistical Matching via Schrödinger Bridge beyond Conditional Independence

Statistical Matching via Schrödinger Bridge beyond Conditional Independence

Jinwon Sohn, Tongseok Lim, Eunho Koo• 2026

Zero-Shot Learning
★ 121
Shortcomings and capacities of real-constrained neural networks in complex spaces

Shortcomings and capacities of real-constrained neural networks in complex spaces

Andrew Gracyk• 2026

Zero-Shot Learning
★ 194
The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation

The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation

Wajdi Zaghouani• 2026

Zero-Shot Learning
★ 170
Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal

Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal

Syeda Faiza Ahmed Sara, Shammur Absar Chowdhury• 2026

Zero-Shot Learning
★ 80
CAAL: Contextual Bandits based Online Hand-Craft Active Learning Strategy Selection

CAAL: Contextual Bandits based Online Hand-Craft Active Learning Strategy Selection

Shao-An Yin, Nicola Elia, Jiacong Li et al.• 2026

Zero-Shot Learning
★ 90
Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

Zhao Yang, Ting-Chih Chen, Qi Huang et al.• 2026

Zero-Shot Learning
★ 208
VisDom: Sparse Novel View Synthesis with Visible Domain Constraint

VisDom: Sparse Novel View Synthesis with Visible Domain Constraint

Tony Tung, Mariia Gladkova*, Tarun Yenamandra* et al.• 2026

Zero-Shot Learning
★ 96
Imagine to Ensure Safety in Hierarchical Reinforcement Learning

Imagine to Ensure Safety in Hierarchical Reinforcement Learning

Gregory Gorbov, Artem Latyshev, Aleksandr I. Panov• 2026

Zero-Shot Learning
★ 163
A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees

A Stackelberg Framework for Resource-Aware LLM Agents: Learning, Repair, and Conditional Guarantees

Baoxun Wang• 2026

Zero-Shot Learning
★ 177
Arabic Sentence Segmentation Across Genres and Punctuation Conditions

Arabic Sentence Segmentation Across Genres and Punctuation Conditions

Bashar Alhafni, Mohammed Elkholy, Khalid N. Elmadani et al.• 2026

Zero-Shot Learning
★ 199
How Linear Is a Transformer Feed-Forward Block? Per-Block Linear Recoverability Is Learned, Not Architectural

How Linear Is a Transformer Feed-Forward Block? Per-Block Linear Recoverability Is Learned, Not Architectural

Stuart Whipp• 2026

Zero-Shot Learning
★ 153
Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

Yunshi Lan, Yuan Liu, Weining Qian et al.• 2026

Zero-Shot Learning
★ 137
Towards an open registry of Earth observation instruments

Towards an open registry of Earth observation instruments

Miguel D. Mahecha, David Montero, César Aybar et al.• 2026

Zero-Shot Learning
★ 43
Dual Quaternion-Based Unscented Kalman Filter with Visual Inertial Odometry for Navigation in GPS-Denied Environments

Dual Quaternion-Based Unscented Kalman Filter with Visual Inertial Odometry for Navigation in GPS-Denied Environments

Mohamed Khalifa, Hashim A. Hashim• 2026

Zero-Shot Learning
★ 206
Beyond Monolingual Deep Research: Evaluating Agents and Retrievers with Cross-Lingual BrowseComp-Plus

Beyond Monolingual Deep Research: Evaluating Agents and Retrievers with Cross-Lingual BrowseComp-Plus

Weihao Xuan, Yuheng Lu, Heli Qi et al.• 2026

Zero-Shot Learning
★ 154
Minimalist Genetic Programming

Minimalist Genetic Programming

Leonardo Trujillo• 2026

Zero-Shot Learning
★ 180