Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search (Rao et al. AAAI'19)

EMNLP'19: Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling

Unsupervised Data Augmentation (UDA)

Automatic metrics for GEM tasks

E2E NLG Challenge Evaluation metrics

Long Range Arena for Benchmarking Efficient Transformers

The source code of the paper "A Generative Model for Joint Natural Language Understanding and Generation" published at ACL 2020.

Flax is a neural network library for JAX that is designed for flexibility.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

GMEG

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

✨Fast Coreference Resolution in spaCy with Neural Networks

XLNet: Generalized Autoregressive Pretraining for Language Understanding

A novel method of constrained decoding for neural NLG (NNLG) models

Repository for ACL 2019 paper

Implementation of Densely Connected Attention Propagation for Reading Comprehension (NIPS 2018)

Repository for NLI models (EMNLP 2018)

Tensorflow Source code for "Recurrently Controlled Recurrent Networks" (NIPS 2018)

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

PyTorch Implementation of REINFORCE for both discrete & continuous control

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

Google Drive CLI Client

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

Code for our KDD 2018 Paper "Multi-Pointer Co-Attention Networks for Recommendation"

The Student's Guide to @lintool