Zero-Shot Learning

RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024 Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024 SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024 SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL 2024 Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024 SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024 Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024 SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SemEval 2024 SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024 SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing AAAI 2024 Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024 Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NeurIPS 2024 SpeAr: A Spectral Approach for Zero-Shot Node Classification NeurIPS 2024 Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer ACL 2024 Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024 TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024 TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ACL 2024 Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models ICLR 2024 Test-Time Zero-Shot Temporal Action Localization CVPR 2024 Text-guided Explorable Image Super-resolution CVPR 2024 Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024 The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models ICLR 2024