Zero-Shot Learning

Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024 Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024 Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NeurIPS 2024 Zero-Shot Structure-Preserving Diffusion Model for High Dynamic Range Tone Mapping CVPR 2024 ZONE: Zero-Shot Instruction-Guided Local Editing CVPR 2024 Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023 Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NeurIPS 2023 Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023 A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023 A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023 Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023 A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023 ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023 Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023 Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis Interspeech 2023 BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023 Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NeurIPS 2023 ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023 CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NeurIPS 2023 Composing Ensembles of Pre-trained Models via Iterative Consensus ICLR 2023