← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages EACL 2023
Teaching Structured Vision & Language Concepts to Vision & Language Models CVPR 2023
Prompting Scientific Names for Zero-Shot Species Recognition EMNLP 2023
StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects RSS 2023
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
What Can Human Sketches Do for Object Detection? CVPR 2023
OVTrack: Open-Vocabulary Multiple Object Tracking CVPR 2023
Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023
IFSeg: Image-Free Semantic Segmentation via Vision-Language Model CVPR 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding ACL 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Large Language Models are legal but they are not: Making the case for a powerful LegalLLM EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023
Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023