Zero-Shot Learning

Evidence-guided Inference for Neutralized Zero-shot Transfer COLING 2024 Exploring Description-Augmented Dataless Intent Classification ACL 2024 Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024 Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024 From Coarse to Fine-Grained Open-Set Recognition CVPR 2024 FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024 GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance NeurIPS 2024 GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024 GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction ICLR 2024 Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024 GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024 Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024 How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024 How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024 How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? EACL 2024 ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts NAACL 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 Integrating Vision-Language Semantic Graphs in Multi-View Clustering IJCAI 2024 I-PHYRE: Interactive Physical Reasoning ICLR 2024 Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024 Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks NAACL 2024 Knowledge Generation for Zero-shot Knowledge-based VQA EACL 2024 Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024