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Objection management
Version
0.1
Short description
Proof of concept for an automatic management of objections
Source catalogue
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Description
This project provides ideas for an automatic objection management system. It should be seen as a Proof-of-Concept and gives ideas to others who are tasked with a similar problem. In this project we use simple machine learning models as well as large language models (LLM) to identify and categorize arguments in objections. The detection of duplicates is also briefly discussed. The ideas are demonstrated using real data that was generated during the process of searching for a final repository for nuclear waste in Germany. These are the objections to the interim report of the identification of sub-areas: https://beteiligung.bge.de/
Features
- parsing the submitted pdf-documents
- identification of objections/arguments in the documents
- categorisation of objections/arguments
- detecting duplicates by sentence embeddings
Detailed information
Release date
Supported languages
German,
English
Development status
Concept
License
MIT License
Platforms
linux
Maintenance type
[internal] Internally maintained by the repository owner
Software type
standalone/backend
Technical Contacts
UBA KI-Lab