suwangcompling

Modeling-Semantic-Plausibility-NAACL18

Data and all

NLP

Code for Jurafsky and Martin Textbook

picking-apart-story-salads

EMNLP 2018 long paper

seq2seq-tutorials

Building seq2seq models with Tensorflow/PyTorch

NER

Draft book: Various methods on NER tasks (CoNLL, ATIS)

deeplearning_libraries

Simple examples for Off-the-shelf DL toolbox (theano, tensorflow and keras)

deeplearning_tutorials

DeepLearning Code from CompLing Lab at the University of Texas at Austin

distributionalsemantics

various distributional semantics models (under development)

GAN-tutorials

GAN tutorial series under construction.

neuralnets

neural nets implementation from scratch

probabilisticgraphicalmodels

Tutorial on doing PGM with pgmpy, pystruct, sklearn, etc.

Spanner

Project Spanner: predicting multilayer hierarchical Frame labels

topicmodeling

Implementation of various important works in TM

GraphConvolution

Graph Convolutional Nets

paragen_transformer

Heavily-commented "Annotated Transformer" (cf. A. M. Rush's tutorial)

AIDA

Draft code for the UT AIDA Project

algorithms

Notes on Algorithms and Complexity

authorshipattribution

Authorship Attribution with Feature Abstraction and Discourse

bayesianmodels

Bayesian Modeling

CNN

Implementation of variants of CNNs

edward

Notes on edward library

embeddings

Project: developing fast-mapping embeddings building on conventional skip-gram models

mathnotes

models

Models and examples built with TensorFlow

multiencoder-transformer-paraphraser

Project: Google Multiencoder Transformer Paraphrasing System

scheme-church

Notes on Scheme & Church

semantic-plausibility

Classifying events by physical plausibility.

seq2seq-sorters

Developing sorters of words and sentences

test

texasdataday2017

Non-proprietary NER code for Texas Data Day 2017