kevinduh

san_mrc

Stochastic Answer Networks (SAN) for Machine Reading Comprehension

sockeye-recipes

Training scripts and recipes for Sockeye Neural Machine Translation toolkit

tutorial-learning-to-rank

nematus

nlp-course

Natural Language Processing course at Johns Hopkins University (Course # 601.465/665)

sockeye-recipes2

Training scripts and recipes for the Sockeye Neural Machine Translation (NMT) toolkit v2

sockeye-recipes3

Training recipes and AutoML for the Sockeye Neural Machine Translation (NMT) toolkit v3

amunmt

Fast Neural Machine Translation in C++

iwslt22-dialect

IWSLT 2022 Dialectal Speech Translation Shared Task

word2vec-pp

Modifications of word2vec

ARR-pctools

Simple scripts for program chairs of ARR/OpenReview reviewing

cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

CLIReval

CLIReval is an open-source toolkit that evaluates the quality of MT outputs in the context of a CLIR system, without the need for any actual CLIR dataset.

compare-mt

A tool for holistic analysis of language generations systems

DeepLearningIntro

Lecture slides on deep learning

elastic4clir

ElasticSearch package for Cross-lingual Information Retrieval

espnet

End-to-End Speech Processing Toolkit

facenet

Face recognition using Tensorflow

fairseq

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

hyperband-sim

Hyperband Simulation for Hyperparameter Optimization

jieba

结巴中文分词

language-model-stats

Quick reference for large pre-trained language models

nematus-train

scripts and configuration files for Edinburgh neural MT submission to WMT 16 shared translation task

OpenNIR

An end-to-end neural ad-hoc ranking pipeline.

sacreBLEU

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

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

subword-nmt

Subword Neural Machine Translation

tape4nmt

a ducttape workflow for neural machine translation

yanmtt

Yet Another Neural Machine Translation Toolkit