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.
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
ML система для предсказания победителя в CS2 матчах на Faceit с точностью 94% на основе K/D ratio, Elo рейтинга и статистики команд.,
Simple Query Based Document Summarization
Novel multimodal architecture for detecting such misinformation by explicitly modeling the consistency between visual content, textual claims, and external factual knowledge.
Qdrant Vector Database + FastAPI
An off-the-shelf grep-like tool that performs semantic similarity search
download any (almost) book you want
Hybrid AI chatbot for crop diagnostics using RAG, rule-based reasoning, and farm sensor data.
A Python script to retrieve information from a PDF document using LangChain and SentenceTransformer. In this script, we ingest the PDF document, chunk it, embed it using SentenceTransformer, store the embeddings in FAISS, and then run queries through RAG pipeline.
A conversational AI chatbot framework built on sentence-transformer model.
Streamlit app that turns any YouTube video into a chat-ready Q&A bot using LangChain, Groq Llama 3.3‑70B, sentence-transformer embeddings, and FAISS for fast semantic search.
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