ZhenYangIACAS

NMT_GAN

generative adversarial nets for neural machine translation

unsupervised-NMT

Unsupervised neural machine translation; weight sharing; GAN

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.

dbs-pytorch

Diverse Beam Search in Pytorch

deep-relevance-ranking

Deep Relevance Ranking Using Enhanced Document-Query Interactions

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faiss

A library for efficient similarity search and clustering of dense vectors.

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

fastBPE

Fast BPE

files2rouge

Calculating ROUGE score between two files (line-by-line)

MTrans

Multi-source Translation

multilingual-kd-pytorch

ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation

NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

parallel-corpora-tools

Tools for filtering and cleaning parallel and monolingual corpora

phrase2vec

An extension of word2vec to learn phrase embeddings

rasa_nlu

turn natural language into structured data

sacreBLEU

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

SDNet

SDNet

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

text_classification

all kinds of text classificaiton models and more with deep learning

Texygen

A text generation benchmarking platform

tf-adaptive-softmax-lstm-lm

The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.

thxx

thxx: libtorch C++ API extentions and examples

transformer-xl

ucasthesis

[最新样式] **科学院大学学位论文 LaTeX 模板 LaTeX Thesis Template for the University of Chinese Academy of Sciences

umwe

Unsupervised Multilingual Word Embeddings (EMNLP 2018)

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

vecmap

A framework to learn cross-lingual word embedding mappings

xnmt

eXtensible Neural Machine Translation