BERT, Categorization and Data Scarcity - Artificial Intelligence Zone

Zero-Shot Learning: Unlocking the Power of AI Without Training Data

Pickl AI

OCTOBER 21, 2024

E-commerce E-commerce platforms use ZSL for product categorization and recommendation systems, allowing them to suggest items based on user preferences without requiring exhaustive labelling of all products. The post Zero-Shot Learning: Unlocking the Power of AI Without Training Data appeared first on Pickl.AI.

Natural Language Processing

Natural Language Processing Data Scarcity Computer Vision Machine Learning

Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs

Marktechpost

SEPTEMBER 15, 2024

The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. These sources can be categorized into three types: textual documents (e.g., KD methods can be categorized into white-box and black-box approaches.

BERT

BERT LLM Large Language Models Categorization

Artificial Intelligence Zone

Zero-Shot Learning: Unlocking the Power of AI Without Training Data

Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs

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