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

Kickstart with LLMs

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

零样本论文学习总结

Zero Shot Classification with HuggingFace Pipeline

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

SynPL: a zero-shot prompt language model to process multiple-choice questions on synonyms

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

Arbitrary Style Transfer

An Inventory Management system that utilizes zero-shot learning and machine vision to automatically classify and track inventory items.

MSci Dissertation - Zero-Shot Learning: Towards the Effortless Classification of Mystical Creatures