neubig/nn4nlp-code

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neubig/nn4nlp-code

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Code Samples from Neural Networks for NLP

Neural Networks for NLP Code Examples

This is a repository of code examples for the 2017 edition of CMU CS 11-747 Neural Networks for NLP.

By Graham Neubig, Daniel Clothiaux, Zhengzhong Liu, and Xuezhe Ma

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

Jupyter Notebook

nlptutorial

A Tutorial about Programming for Natural Language Processing

nmt-tips

A tutorial about neural machine translation including tips on building practical systems

kytea

The Kyoto Text Analysis Toolkit for word segmentation and pronunciation estimation, etc.

nlp-from-scratch-assignment-2022

An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch

lamtram

lamtram: A toolkit for neural language and translation modeling

anlp-code

Jupyter Notebook

research-career-tools

naacl18tutorial

NAACL 2018 Tutorial: Modelling Natural Language, Programs, and their Intersection

minbert-assignment

Minimalist BERT implementation assignment for CS11-711

minnn-assignment

An assignment on creating a minimalist neural network toolkit for CS11-747

yrsnlp-2016

Structured Neural Networks for NLP: From Idea to Code

Jupyter Notebook

minllama-assignment

util-scripts

Various utility scripts useful for natural language processing, machine translation, etc.

latticelm

Software for unsupervised word segmentation and language model learning using lattices

coderx

A highly sophisticated sequence-to-sequence model for code generation

rapid-adaptation

Reproduction instructions for "Rapid Adaptation of Neural Machine Translation to New Languages"

mtandseq2seq-code

Code examples for CMU CS11-731, Machine Translation and Sequence-to-sequence Models

travatar

This is a repository for the Travatar forest-to-string translation decoder

lxmls-2017

Slides/code for the Lisbon machine learning school 2017

modlm

modlm: A toolkit for mixture of distributions language models

kylm

The Kyoyo Language Modeling Toolkit

pialign

pialign - A Phrasal ITG Aligner

pgibbs

An implementation of parallel gibbs sampling for word segmentation and POS tagging.

nlp-from-scratch-assignment-spring2024

An assignment for building an NLP system from scratch.

lader

A reordering tool for machine translation.

howtocode-2017

An example of DyNet autobatching for the NIPS "how to code a paper" workshop

Jupyter Notebook

kyfd

A decoder for finite state models for text processing.

egret

A fork of the Egret parser that fixes a few bugs

latticelm-v2

Second version of latticelm, a tool for learning language models from lattices

globalutility

nafil

A program for performing bilingual corpus filtering

prontron

A discriminative pronunciation estimator using the structured perceptron algorithm.

wat2014

Scripts for creating a system similar to the NAIST submission to WAT2014

multi-extract

A script for extracting multi-synchronous context-free grammars

nile

A clone of the nile alignment toolkit

webigator

A program to aggregate, rank, and search text information

ribes-c

A C++ implementation of the RIBES machine translation evaluation measure.

swe-bench-zeno

Scripts for analyzing swe-bench with Zeno