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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Recognition of Unseen Bird Species by Learning From Field Guides WACV 2024
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition IJCAI 2024
Zero-Shot Fake Video Detection by Audio-Visual Consistency INTERSPEECH 2024
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language COLING 2024
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews NAACL 2024
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure NAACL 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon EACL 2024
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? EACL 2024
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NIPS 2024
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images NIPS 2024
BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NIPS 2024
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NIPS 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NIPS 2024
Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting NAACL 2024
ML Mob at SemEval-2023 Task 1: Probing CLIP on Visual Word-Sense Disambiguation SEMEVAL 2023
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023
ConceptFusion: Open-set multimodal 3D mapping RSS 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023
Towards Zero-Shot Multilingual Transfer for Code-Switched Responses ACL 2023
What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023
Crosslingual Generalization through Multitask Finetuning ACL 2023