Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.
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Updated
Aug 14, 2023 - Python
Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.
Extract ESCO skills and ISCO occupations from texts such as job descriptions or CVs
Package to calculate the similarity score between two sentences
COVID-19 Open Research Dataset Challenge (CORD-19)
A python Sentence-Clustering library based on S-Bert and a diverse number of clustering methods. Establishes best number of clusters for each algorithm and the most optimal algorithm by internal and external validation respectively.
Simple Query Based Document Summarization
A Python pipeline to generate responses using GPT3, map them to a vector space using the T5 XXL sentence transformer, use PCA and UMAP dimensionality-reduction methods, and then provide visualizations using Plotly and sentiment analysis using TextBlob
Qdrant Vector Database + FastAPI
An off-the-shelf grep-like tool that performs semantic similarity search
A conversational AI chatbot framework built on sentence-transformer model.
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