Eduardo Lima’s Blog

Browse through all my blog entries on data science, public audits, NLP, AI, and more.

Annotation Error Detection in Legal NER Datasets with Cleanlab

Data Science

Annotation Error Detection

Named Entity Recognition

This post applies confident learning techniques with Cleanlab to detect annotation errors in the LeNER-Br dataset, enhancing the quality of legal named entity recognition tasks.

May 18, 2025

Using LLMs to Extract Legal Entities from Audit Court Decisions

Data Science

LLM

This post demonstrates a hybrid pipeline with regular expressions and LLMs to extract fines, reimbursements, and recommendations from Brazilian audit court decisions.

Jan 22, 2025

Categories

Annotation Error Detection in Legal NER Datasets with Cleanlab

Using LLMs to Extract Legal Entities from Audit Court Decisions