Zero-Shot Learning

Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023 A Simple Framework for Open-Vocabulary Segmentation and Detection ICCV 2023 AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023 A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot EMNLP 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023 Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training CVPR 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 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 CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NeurIPS 2023 CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection NeurIPS 2023 COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023 CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning NeurIPS 2023 ConceptFusion: Open-set multimodal 3D mapping RSS 2023 ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed Interspeech 2023 Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NeurIPS 2023 CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation CVPR 2023 Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech Interspeech 2023 Crosslingual Generalization through Multitask Finetuning ACL 2023 DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NeurIPS 2023 Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023 Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning CVPR 2023 Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ICCV 2023