Popular GitHub Repositories for Zeroshot

Cross-Lingual Alignment of Contextual Word Embeddings

All generative model in one for better TTS model

Topic Inference with Zeroshot models

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

Dockerized Voicecraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild

An AR+AR TTS attempt.

Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank, Malkin et al., NAACL 2022

ClassyText is a demo for zero-shot text classification using ModernBERT-large from Hugging Face.

Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders

零样本论文学习总结

Kickstart with LLMs

Glial-inspired ANN algorithm for unsupervised classification and zero-shot prediction of nonstationary dynamics. Based on dynamical systems theory with a bit of simplicial homotopy theory. Preprint of the manuscript available in the URL.

ZeroShot XNLI

Este repositório é um tutorial completo e prático que explora metodologias avançadas para a classificação de sentimentos e emoções em textos, utilizando Modelos de Linguagem de Grande Porte (LLMs). O projeto foi desenvolvido para ser acessível, com todos os exemplos executáveis em ambientes gratuitos como o Google Colab.

Ollama structured output for visual zeroshot reasoning

汇集ARIMA、时序大模型、视觉大模型等主流或前沿零样本无训练股价预测算法，并在实际数据测试对比下，寻找适合A股的最佳预测模型

Contextualized Topic Modeling using Zero-Shot Learning on Indic Languages (IndicCTM)

Comparative analysis of BERT and DistilBERT on WNLI and NER tasks

ClassyImage is a demo for zero-shot image classification using SigLIP 2 from Hugging Face.