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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Extract Free Dense Misalignment from CLIP AAAI 2025
Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025
LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ACL 2025
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation ACL 2025
Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation EMNLP 2025
Mitigating Label Length Bias in Large Language Models AACL 2025
Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025
Using LLMs to Advance Idiom Corpus Construction NAACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025
Cross-Lingual Transfer Learning for Speech Translation NAACL 2025
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024
Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization IJCAI 2024
Zero-shot High-fidelity and Pose-controllable Character Animation IJCAI 2024
Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024
Zero-shot Learning for Preclinical Drug Screening IJCAI 2024
Transformer verbatim in-context retrieval across time and scale CONLL 2024
DTS-TPT: Dual Temporal-Sync Test-time Prompt Tuning for Zero-shot Activity Recognition IJCAI 2024
Integrating Vision-Language Semantic Graphs in Multi-View Clustering IJCAI 2024