Zero-Shot Learning

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 Adjudicating LLMs as PropBank Adjudicators COLING 2024 Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts EMNLP 2024 A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024 African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024 A Generative Approach for Wikipedia-Scale Visual Entity Recognition CVPR 2024 A GPT among Annotators: LLM-based Entity-Level Sentiment Annotation EACL 2024 Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024 AlignCap: Aligning Speech Emotion Captioning to Human Preferences EMNLP 2024 AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model ICLR 2024 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 AMD: Autoregressive Motion Diffusion AAAI 2024 A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024 A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting Interspeech 2024 Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency ACL 2024 Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024 Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024 An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024 An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NeurIPS 2024 An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS Interspeech 2024 An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024 Anti-LM Decoding for Zero-shot In-context Machine Translation NAACL 2024 Any-Shift Prompting for Generalization over Distributions CVPR 2024 ARC: A Generalist Graph Anomaly Detector with In-Context Learning NeurIPS 2024 Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024