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1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

awd-lstm-lm-1

LSTM and QRNN Language Model Toolkit for PyTorch

balanced-datasets-are-not-enough

[ICCV'19] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations

bert

TensorFlow code and pre-trained models for BERT

bert-text-classification

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

biosbias

Code to reproduce data for Bias in Bios

coref

BERT for Coreference Resolution

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

debiaswe

Remove problematic gender bias from word embeddings.

distmult-nowe

dpp

Determinantal point process

dynamic_bernoulli_embeddings

e2e-coref

End-to-end Neural Coreference Resolution

elmo-pca

framing-twitter

Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"

gdown.pl

Google Drive direct download of big files

generalize-unseen-domains

Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018

glove

GloVe model for distributed word representation

histwords

Collection of tools for building diachronic/historical word vectors

mter

SIGIR18‘ Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

multitask_sentiment_analysis

Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587

neural-nlp

Framework for performing NLP deep learning experiments

nsf-proposal-latex-samples

LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback [email protected]

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch_gbw_lm

PyTorch Language Model for Google Billion Word Dataset

scikit-learn

scikit-learn: machine learning in Python

tagger

Named Entity Recognition Tool

towino

Used for https://github.com/uclanlp/corefBias/tree/master/WinoBias/wino

transferable_sent2vec

Robust, Transferable Sentence Representations for Text Classification