Zero-Shot Learning

Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024 Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition CVPR 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024 Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition IJCAI 2024 Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024 Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ACL 2024 Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024 LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024 Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D CVPR 2024 LLM-based Skill Diffusion for Zero-shot Policy Adaptation NeurIPS 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024 LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 Matching Anything by Segmenting Anything CVPR 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning NeurIPS 2024 MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning ICLR 2024 MotionGPT: Human Motion Synthesis With Improved Diversity and Realism via GPT-3 Prompting WACV 2024 MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024