Zero-Shot Learning

A multimodal prototypical approach for unsupervised sound classification Interspeech 2023 Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023 An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination NeurIPS 2023 A New Direction in Stance Detection: Target-Stance Extraction in the Wild ACL 2023 Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering IJCAI 2023 A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 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 ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training NeurIPS 2023 A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023 A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023 A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023 Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023 A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NeurIPS 2023 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023 Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image Diffusion SemEval 2023 Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023 A Universal Discriminator for Zero-Shot Generalization ACL 2023 Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023 A weakly supervised textual entailment approach to zero-shot text classification EACL 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023