Zero-Shot Learning

Task-aware Retrieval with Instructions ACL 2023 teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach SemEval 2023 Team TheSyllogist at SemEval-2023 Task 3: Language-Agnostic Framing Detection in Multi-Lingual Online News: A Zero-Shot Transfer Approach SemEval 2023 Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NeurIPS 2023 Test of Time: Instilling Video-Language Models With a Sense of Time CVPR 2023 TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration NeurIPS 2023 Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities EMNLP 2023 Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ICCV 2023 Text Augmented Spatial Aware Zero-shot Referring Image Segmentation EMNLP 2023 Texts as Images in Prompt Tuning for Multi-Label Image Recognition CVPR 2023 Text-To-Concept (and Back) via Cross-Model Alignment ICML 2023 Text-to-Image Diffusion Models are Zero Shot Classifiers NeurIPS 2023 The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023 The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023 The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023 The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023 ToolQA: A Dataset for LLM Question Answering with External Tools NeurIPS 2023 Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023 Toward Re-Identifying Any Animal NeurIPS 2023 Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023 Towards Label-free Scene Understanding by Vision Foundation Models NeurIPS 2023 Towards Low-resource Language Generation with Limited Supervision EMNLP 2023 Towards Omni-generalizable Neural Methods for Vehicle Routing Problems ICML 2023