arianhosseini

bert

TensorFlow code and pre-trained models for BERT

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

wikiextractor

A tool for extracting plain text from Wikipedia dumps

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

InferSent

InferSent sentence embeddings

SentEval

A python tool for evaluating the quality of sentence embeddings.

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

jiant

jiant is an nlp toolkit

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

extruct

Extract embedded metadata from HTML markup

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

Ordered-Neurons

Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"

sacremoses

Python port of Moses tokenizer, truecaser and normalizer

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

cohere-python

Python Library for Accessing the Cohere API

nlvr

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

pytorch-maml

An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta

persian-stopwords

Persian (Farsi) Stop Words List

SCAN

Simple language-driven navigation tasks for studying compositional learning

blobxfer

Azure Storage transfer tool and data movement library

cortex

A machine learning library for PyTorch

project-menu

See the issue board for the current status of active and prospective projects!

systematic-generalization-sqoop

Code for "Systematic Generalization: What Is Required and Can It Be Learned"

search_iclr_2019