violet-zct

DeMa-BWE

NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)

fairseq-detect-hallucination

Detect hallucinated tokens for conditional sequence generation.

MSVED-morph-reinflection

An implementation of semi-supervised VAE for morphology reinflection.

swarm-distillation-zero-shot

fairseq-dro-mnmt

group-conditional-DRO

Group-conditional DRO to alleviate spurious correlations

pytorch_NMT

pytorch attentional NMT(with NLL, MRT, REINFORCE, MIXER training objectives)

fairseq-vqvae-text

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

pytorch-reorder-nmt

fastText

Library for fast text representation and classification.

nmt_rl

blocks

A Theano framework for building and training neural networks

decouple_BP

dl4mt-tutorial

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

fairseq-apollo

FairSeq repo with Apollo optimizer

Generative-Adversarial-Networks

Tutorial on GANs

macow

Masked Convolutional Flow

multisense-prob-fasttext

ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)

pbmt_assignment

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

state-spaces

Sequence Modeling with Structured State Spaces

stopwords-de

German stopwords collection

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch