Cross-Lingual Alignment of Contextual Word Embeddings
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Feb 12, 2020 - Python
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zeroshot-learning
Here are 32 public repositories matching this topic...
Topic Inference with Zeroshot models
nlp data-science machine-learning taxonomy text-classification text transformers linguistics weak-supervision knowledge-graph labelling keyword-extraction bert weakly-supervised-learning nli labelled-data zeroshot-learning huggingface hypernymy-extraction keybert
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Jun 12, 2023 - Python
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
image-classification image-classifier image-labeling weak-labels zeroshot-learning image-labeling-tool
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Mar 5, 2022 - Python
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
text-classification weak-labels zeroshot-learning text-labeling text-labelling zero-shot-classification
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Apr 5, 2022 - Python
The source code of our ACM MM 2019 paper "TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning".
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Feb 29, 2020 - Python
AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation
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Sep 22, 2024 - Jupyter Notebook
Code for Generalized Zero-Shot Text Classification for ICD Coding (IJCAI 2020)
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Jul 27, 2020 - Python
Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank, Malkin et al., NAACL 2022
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May 12, 2022 - Jupyter Notebook
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Nov 21, 2022 - Python
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders
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May 3, 2022 - Python
Advanced Feature Generating Networks for Zero-Shot Learning with Axial Attention transformer
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May 1, 2021 - Jupyter Notebook
零样本论文学习总结
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Jun 10, 2019
Kickstart with LLMs
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Apr 25, 2024 - Jupyter Notebook
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.
machine-learning machine-learning-algorithms artificial-intelligence simplicial-complexes homotopy-theory artificial-neural-networks dynamical-systems glia anomaly-detection neuromorphic-computing time-series-forecasting self-organizing-network zeroshot-learning nonstationary-time-series synchronization-theory adaptive-ml
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Aug 2, 2025 - Jupyter Notebook
zeroshot-engine: Zero-Shot Text Classification with LLMs in Python
communication text-classification text political-science science-research socialsciences zeroshot-learning zeroshot zero-shot-classification llm zeroshot-classification
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Mar 28, 2025 - Python
Zero Shot Classification with HuggingFace Pipeline
zero-shot-learning zeroshot-learning shot-classification huggingface huggingface-transformers huggingface-pipeline
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May 29, 2021 - Jupyter Notebook
Ollama structured output for visual zeroshot reasoning
frontend backend visjs reasoning uvicorn zeroshot-learning fastapi large-language-models llm chain-of-thought tree-of-thoughts ollama graph-of-thoughts
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Jul 2, 2025 - HTML
Slightly Tweaked implementation of the Zero-Shot Person Re-identification via Cross-View Consistency in Pytorch
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Nov 4, 2019 - Python
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.
ml ensemble-learning lora ia pln fine-tuning zeroshot-learning fewshot-learning llm llms qlora chainofthought negociation
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Jul 17, 2025 - Jupyter Notebook
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