A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Grou…

Code accompanying the EMNLP 2022 paper "Stop Measuring Calibration When Humans Disagree" in which we show problems with popular calibration metrics like ECE in settings where more than one answer i…

Machine translation models released by the Gourmet project (https://gourmet-project.eu)

pytorch library for stable inverse and log-determinant of exp(A) in log-domain

StroopNLP latex style helpers

Compare the length of groups of sequences in a hierarchical Bayesian model

Implementations of distributions and estimators for binary latent variables in Pytorch.

Constrained Optimization in Pytorch

DGMs for NLP. A roadmap.

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

Documentation on how to access and use the Quick, Draw! Dataset.

Matplotlib 3.1 cheat sheet.

Code accompanying the paper "Effective Estimation of Deep Generative Language Models".

📜 Generates table of contents for markdown files inside local git repository. Links are compatible with anchors generated by github or other sites.

Converts profiling output to a dot graph.

Python interface for converting Penn Treebank trees to Stanford Dependencies and Universal Depenencies

Python wrapper for Stanford CoreNLP tools v3.4.1

Command line utilities for data analysis

simple statistics from the command line

Machine Translation Evaluation Metric

Simple, fast unsupervised word aligner

A dynamic programming toolkit.

A Python interface to OpenFst

Moses, the machine translation system

Pure python implementation of the Trie data structure