← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models IJCNLP 2025
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025
CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning COLING 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025
QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025
Grading Massive Open Online Courses Using Large Language Models COLING 2025
SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing CVPR 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
LORD: Large Models Based Opposite Reward Design for Autonomous Driving WACV 2025
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
Analysing Zero-Shot Readability-Controlled Sentence Simplification COLING 2025
UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection CVPR 2025
RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather ICCV 2025
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering COLING 2025
InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025