zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

InvSeg: Test-Time Prompt Inversion for Semantic Segmentation AAAI 2025

Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image AAAI 2025

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV 2025

SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025

LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025

Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025

UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval SEMEVAL 2025

Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025

NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025

Language Repository for Long Video Understanding ACL 2025

AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025

Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025

KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025

What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025

AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025

Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025

Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025

MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025

Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025

A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025

ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation EMNLP 2025

DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025

VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation CVPR 2025

EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow ICCV 2025