Zero-Shot Learning

InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024 InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024 Instruction-following Evaluation through Verbalizer Manipulation NAACL 2024 Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions CVPR 2024 InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior ICLR 2024 Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ACL 2024 Interactive Visual Task Learning for Robots AAAI 2024 InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint NeurIPS 2024 InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction NeurIPS 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024 Intriguing Properties of Generative Classifiers ICLR 2024 Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NeurIPS 2024 Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024 Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024 Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024 Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NeurIPS 2024 It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024 IUST-NLPLAB at SemEval-2024 Task 9: BRAINTEASER By MPNet (Sentence Puzzle) SemEval 2024 KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SemEval 2024 Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024 KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media COLING 2024 L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream CVPR 2024 Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024 Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024