Discover Kaleidophon/nlp-uncertainty-zoo Open Source project

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Created over 3 years ago
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Kaleidophon

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

deep-significance

Enabling easy statistical significance testing for deep neural networks.

Python

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token2index

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

Python

awesome-experimental-standards-deep-learning

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

Python

know-your-limits

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

Jupyter Notebook

non-exchangeable-conformal-language-generation

Python

diffusion-hackathon

Python

polysloth

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

Python

nlp-low-resource-uncertainty

Python

evidential-deep-learning-survey

Jupyter Notebook

shiny-robot

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

Python

commit-template-for-humans

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

greedy-gerbil

Python

debattenkultur

Analyzing the proceedings of the German parliament (Bundestag).

Python

NLP2

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

Jupyter Notebook

calm-capybara

Comparing different Neural NLP models for Emoji Prediction.

Jupyter Notebook

puzzled-platypus

Python

quirky-quokka

Python

Kaleidophon/nlp-uncertainty-zoo

Kaleidophon

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