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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models CVPR 2023
Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023
Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023
Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023
Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 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
PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023