Zero-Shot Learning

Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering EMNLP 2023 In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023 In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images WACV 2023 In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation ICML 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NeurIPS 2023 Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP NeurIPS 2023 Inverse Scaling Can Become U-Shaped EMNLP 2023 Investigating the Impact of Experience on a User's Ability to Perform Hierarchical Abstraction RSS 2023 Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023 iQuery: Instruments As Queries for Audio-Visual Sound Separation CVPR 2023 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023 Is ChatGPT a Good Multi-Party Conversation Solver? EMNLP 2023 Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023 Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023 Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023 Is GPT-3 a Good Data Annotator? ACL 2023 Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023 JourneyDB: A Benchmark for Generative Image Understanding NeurIPS 2023 Kiki or Bouba? Sound Symbolism in Vision-and-Language Models NeurIPS 2023 KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023 KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023 Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023