Dennis Ulmer

deep-significance. Enabling easy statistical significance testing for deep neural networks.

nlp-uncertainty-zoo. Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

token2index. A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

awesome-experimental-standards-deep-learning. Repository collecting resources and best practices to improve experimental rigour in deep learning research.

non-exchangeable-conformal-language-generation. Python

know-your-limits. Repository for UAI 2021 paper "Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fail at Reliable OOD Detection".

diffusion-hackathon. Python

polysloth. Creating Anki-importable files with new vocabulary based on the PONS-API and your Todoist projects

evidential-deep-learning-survey. Jupyter Notebook

nlp-low-resource-uncertainty. Python

debattenkultur. Analyzing the proceedings of the German parliament (Bundestag).

commit-template-for-humans. An approachable git message template for normal people, including instructions on how to set it up.

quirky-quokka. Environment-related differences of Deep Q-Learning and Deep Double Q-Learning

calm-capybara. Comparing different Neural NLP models for Emoji Prediction.

shiny-robot. Analyzing how the spatial distribution of given number in a sudoku influences the difficulty for a SAT solver.

puzzled-platypus. Python

NLP2. Assignments for the Natural Language Processing 2 course @ UvA, 2018.

greedy-gerbil. Python