beckdaniel

acl2018_graph2seq

Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"

GPy

Gaussian processes framework in python

sockeye

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

emnlp14_joint_ea

Code to reproduce experiments from the EMNLP 2014 paper:

flakes

Structural kernels in Tensorflow

ijcnlp17_emo

Code to replicate experiments in the IJCNLP 2017 paper "Modelling Representation Noise in Emotion Analysis using Gaussian Processes"

ijcnlp17_sk

Code to replicate experiments in the IJCNLP 2017 paper "Learning kernels over strings using Gaussian Processes" (to appear)

spacy-cmd

Command line tools for NLP using Spacy

amr_scripts

Scripts to preprocess AMR

arow_csc

Cost-sensitive multiclass classification with Adaptive Regularization of Weights

beckdaniel.github.io

Personal webpage

chrF

a tool for calcualting character n-gram F score

emo_analysis

Emotion Analysis using String Kernels and Gaussian Processes

gec_sk

Grammatical Error Correction using String Kernels

gp_tk_qe

Quality Estimation experiments with Gaussian Processes and Tree Kernels

GPflow

GPyOpt

Gaussian Process Optimization using GPy

grammaticality-metrics

evaluation suite for testing automatic grammatical error corrections

graph2seq

My attempt of building my own deep learning code which will probably fail miserably but at least will make me learn something and be less afraid of coding in general. Using MXNet/gluon because it is the framework I am mostly familiar with at the moment.

jigsaw

Let's solve jigsaw puzzles and learn PyTorch

jsalt-lab

Jelinek Summer School - Machine Learning Lab

lxmls_guide

Lisbon Machine Learning Summer School Lab Guide

metacritic-crawler

A crawler for metacritic reviews

NLPerf

Performance Prediction for NLP Tasks

paramz

Parameterization Framework for parameterized model creation and handling.

textgraphs2019_lat2seq

Code to replicate results from my TextGraphs 2019 paper.

thesis_synthetic

Synthetic data experiments for my thesis

tupa

Transition-based UCCA Parser

uncertainty_qe

Experiments to address uncertainty in Quality Estimation

xnmt

eXtensible Neural Machine Translation