Cross-Lingual Alignment of Contextual Word Embeddings

Topic Inference with Zeroshot models

Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

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

The source code of our ACM MM 2019 paper "TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning".

AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation

Code for Generalized Zero-Shot Text Classification for ICD Coding (IJCAI 2020)

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

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

Advanced Feature Generating Networks for Zero-Shot Learning with Axial Attention transformer

零样本论文学习总结

Kickstart with LLMs

Glial-inspired ANN algorithm for unsupervised classification and zero-shot forecasting of nonstationary dynamics, based on dynamical systems and simplicial homotopy theory. Preprint of the manuscript available in the URL.

Zero Shot Classification with HuggingFace Pipeline

Ollama structured output for visual zeroshot reasoning

zeroshot-engine: Zero-Shot Text Classification with LLMs in Python

Slightly Tweaked implementation of the Zero-Shot Person Re-identification via Cross-View Consistency in Pytorch

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

Arbitrary Style Transfer