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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
Quantifying the Persona Effect in LLM Simulations ACL 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Toward Open-Set Human Object Interaction Detection AAAI 2024
Referring Expression Counting CVPR 2024
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024
GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection NAACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024
Transfer Learning of Argument Mining in Student Essays NAACL 2024
LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024
Can GPT-4 do L2 analytic assessment? NAACL 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024
SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks NAACL 2024
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024