92% 4 Level Deep Product Categorization with MultiLingual Dataset for Wholesale Marketplace

How we were able to reach 97% on top level categories, and 92% on bottom level categories with a multilingual dataset for a customer of Pumice.ai.

Matt Payne

December 20, 2024

Blog Posts for

legal

Improving Legal Document Summarization Using Deep Clustering (DCESumm)

Learn how improving legal document summarization using deep clustering approaches can yield more informative and relevant summaries for long legal documents.

August 21, 2023
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Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

We’re going to look at how we built a state of the art NLP pipeline for blended summarization and NER to process master service agreements (MDAs) that vary the outputs based on the input document and what is deemed important information.

August 21, 2023
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Building an NLP legal clause rewriter that improves clause clarity and reduces risk | Case Study

How we leveraged large language models to build a legal clause rewriting pipeline that generates stronger language and more clarity in legal clauses

August 15, 2023
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The Best Ways To Extract Text From Images Without Tesseract (Python)

Understand how to extract text from images via Python without Tesseract and how we execute robust text extraction and document understanding for your business.

March 15, 2022
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