← Back to all projects
Projectclosed

LLM Annotation Pipeline

An LLM-powered annotation pipeline for Italian dialect annotation

Leon Hammerla

2025

Code & archive

Abstract

We developed a Python-based annotation pipeline for the automated analysis of Italian dialect data. The pipeline connects to OpenAI-compatible language-model endpoints and provides a configurable workflow for submitting annotation tasks, processing model responses, and storing the resulting annotations in a structured format.

Keywords

annotationLLMsAPIOpenWebUIHugging Facelinguisticsneglab

BibTeX

@project{INF:ItalDia:2025,
  name        = {LLM Annotation Pipeline},
  subtitle    = {An LLM-powered annotation pipeline for Italian dialect annotation},
  author      = {Hammerla, Leon},
  year        = {2025},
  abstract    = {We developed a Python-based annotation pipeline for the
                 automated analysis of Italian dialect data. The pipeline
                 connects to OpenAI-compatible language-model endpoints and
                 provides a configurable workflow for submitting annotation
                 tasks, processing model responses, and storing the resulting
                 annotations in a structured format.},
  url         = {},
  projectlink = {},
  keywords    = {annotation, LLMs, API, OpenWebUI, Hugging Face, linguistics,
                 neglab},
  note        = {closed}
}