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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025
ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ACL 2025
Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025
Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages COLING 2025
SA-CLIP: Language Guided Image Spatial and Action Feature Learning EMNLP 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SEMEVAL 2025
MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024
Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024
Matching Anything by Segmenting Anything CVPR 2024
Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024
BERTastic at SemEval-2024 Task 4: State-of-the-Art Multilingual Propaganda Detection in Memes via Zero-Shot Learning with Vision-Language Models NAACL 2024
Knowledge Generation for Zero-shot Knowledge-based VQA EACL 2024
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages EACL 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks EACL 2024
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control EACL 2024
Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models EACL 2024
Training-Free Object Counting With Prompts WACV 2024
RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches NAACL 2024
Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024
Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024