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experimental-standards-deep-learning-research

Repository collecting resources and best practices to improve experimental rigour in deep learning research.

festschrift

guesswhat

GuessWhat?! Baselines

ijcnlp2017-customer-feedback

Code for "All-In-1: Short Text Classification with One Model for All Languages" - Plank (2017), IJCNLP 2017 shared task 4

install-ubuntu18.04-cuda-tensorflow-keras

kaldi

This is the official location of the Kaldi project.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

ltp-notebooks-2016

Language Technology Project (LTP) 2016

ltp-notebooks-2017

Language Technology Project (LTP) 2017

lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

meta_tagger

multiconer2022

multilingualtokenizer

A trivial punctuation-based sentence splitter and tokenizer for multilingual data.

multitasksemantics

myconllutils

various Python utilities for manipulating CoNLL (dependency parsing) files

natural

nested-ner

predmachlearn

ptb.py

Python module for working with the Penn Treebank

redshift

Transition-based statistical parser

retrofitting

Retrofitting Word Vectors to Semantic Lexicons

rungsted

Fast structured perceptron sequential labeler

scikit-learn

scikit-learn: machine learning in Python

scrapephoto

semi-supervised-baselines

Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)

slam-2018

SLAM 2018

sp

Simple Structured Perceptron tagger in Python

teaching-dl4nlp

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

theanolm

TheanoLM is a recurrent neural network language modeling tool implemented using Theano