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This is a Utrecht University dissertation template for LaTeX
Code of the MSc Applied Data Science (Utrecht University).
Repository for research in the field of Responsible NLP at Meta.
The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
A system for quickly generating training data with weak supervision
⚖️ A bias audit tool for binary decision-making systems
Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41746-023-00970-0
Quantifying biases in BERT embeddings pretrained on MIMIC-III clinical notes
Repository for hosting UU NLP group meeting materials
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
Automatic multilabel assignment of ICD10 codes in discharge letters from cardiology
🦜Code for paper: "COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP" (ACL 2023 Findings)
No-show prediction model to reduce the amount of no-shows at the clinics
Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.
Your no-nonsense guide to the Math used in Artificial Intelligence
A medical language processing system for case reports, particularly those involving cardiovascular disease.
A Python library for performing NLP on clinical text written in Dutch
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Summer School on Network Science (UU)
A repo for a large scale simulation study based on ASReview
Getting Started with Google BERT, published by Packt
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…