Zero-Shot Learning

Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024 Cross-Lingual Metaphor Detection for Low-Resource Languages NAACL 2024 CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024 Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024 DALD: Improving Logits-based Detector without Logits from Black-box LLMs NeurIPS 2024 DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024 DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NeurIPS 2024 Data-Free Generalized Zero-Shot Learning AAAI 2024 DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting CVPR 2024 DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense SemEval 2024 Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024 Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies COLING 2024 Decoding Natural Images from EEG for Object Recognition ICLR 2024 Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NeurIPS 2024 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024 Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024 Deep Support Vectors NeurIPS 2024 DeiSAM: Segment Anything with Deictic Prompting NeurIPS 2024 Demonstration Augmentation for Zero-shot In-context Learning ACL 2024 Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data CVPR 2024 Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024 DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment Interspeech 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024