jbrry

multilingual-parsing

Repository for paper submission to the DeepLo Workshop 2019.

neural-tagger-tutorial

Exploring implementing a simple tagger using neural network frameworks

ud_folder

bilstm-aux

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

DeepLearningExamples_FinBERT

Forked from Nvidia/DeepLearningExamples

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

DL4NLP

Deep Learning for NLP resources

dynet

DyNet: The Dynamic Neural Network Toolkit

flair-experiments

Experiments with Zalando's flair library

kaggle-cli

An unofficial Kaggle command line tool.

lexcomp

Evaluating Text Representations on Lexical Composition

lxmls-toolkit

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

meta_tagger

models

Models and examples built with TensorFlow

nlp1-2017-projects

Info for NLP1 2017 projects

NLP_DL_Lecture_Note

nn-from-scratch

Implementing a Neural Network from Scratch

nn4nlp2017-code

Code Samples from Neural Networks for NLP

pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

pyturbo

Neural dependency parser with higher-order features

scibert

A BERT model for scientific text.

Sentiment-Classification-Project-

Binary sentiment classification on the Yelp and Amazon datasets using both neural and non-neural approaches.

stanfordnlp

Official Stanford NLP Python Library for Many Human Languages

ud-scripts

Scripts for compatibilitising between VISL-CG3, Apertium, CoNLL-X and Universal Dependencies

udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

uniparse

A framework for graph-based dependency parsing.

uuparser

A transition-based parser for Universal Dependencies with BiLSTM word and character representations.

word2vecf