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amunmt

Fast Neural Machine Translation in C++

arr-pctools

Simple scripts for program chairs of ARR/OpenReview reviewing

attentionalmodel

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.

cnn

C++ neural network library

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.

fast_align

Simple, fast unsupervised word aligner

hyperband-sim

Hyperband Simulation for Hyperparameter Optimization

iwslt22-dialect

IWSLT 2022 Dialectal Speech Translation Shared Task

jieba

结巴中文分词

langid.py

Stand-alone language identification system

language-model-stats

Quick reference for large pre-trained language models

moses-cat-server

The Moses CAT server for the CASMACAT project

mosesdecoder

Moses, the machine translation system

nematus

nematus-train

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

neural_language_model

nlp-course

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

opennir

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

pareto

Pareto Frontier Computation

picaro

Jason Riesa's text-based alignment visualizer

sacrebleu

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

san_mrc

Stochastic Answer Networks (SAN) for Machine Reading Comprehension

seq2seq

A general-purpose encoder-decoder framework for Tensorflow