Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm

• UpdatedOct 9, 2019
• Python

Boilerplate code for quickly getting set up to run language modeling experiments

• UpdatedFeb 5, 2017
• Python

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

• UpdatedOct 17, 2021
• Python

Code repository for the preprint "Quixer: A Quantum Transformer Model"

• UpdatedMar 4, 2025
• Python

Language modeling on the Penn Treebank (PTB) corpus using a trigram model with linear interpolation, a neural probabilistic language model, and a regularized LSTM.

• UpdatedOct 8, 2018
• Jupyter Notebook

An implementation of WaveNet using PyTorch & PyTorch Lightning

• UpdatedApr 23, 2020
• Python

Training an LSTM network on the Penn Tree Bank (PTB) dataset

• UpdatedNov 5, 2018
• Jupyter Notebook

Build a recurrent neural network using TensorFlow and Keras.

• UpdatedSep 2, 2021
• Jupyter Notebook

Experiments of developing an IRTG which simultaneously encodes transformations between phrase structure trees, dependency graphs and semantic graphs.

• UpdatedAug 20, 2024
• Python

nltk utility which more accurately lemmatizes text using pre-trained part-of-speech tagger.

• UpdatedApr 17, 2017
• Python

We use Bi-LSTM to learn to tag the Parts of Speech in a sentence using NLTK Brown corpus Dataset.

• UpdatedDec 13, 2020
• Jupyter Notebook

Parser for treebanks based on Penn Treebank type of encoding that generates Probabilistic Context Free Grammars

• UpdatedOct 17, 2018
• C

NLP: HMMs and Viterbi algorithm for POS tagging

• UpdatedJul 9, 2021
• Jupyter Notebook

Turkish tree translation of 9561 Penn-Treebank trees (Number of leaves <= 15) and syntactic and semantic annotations of them

• UpdatedMay 14, 2022

Batchloader for Penn Treebank dataset

• UpdatedNov 2, 2017
• Python

LSTM word level language model implementation in tensorflow and pytorch

• UpdatedMay 29, 2018
• Python

A collection of SKOS-based vocabularies for describing parts of speech in corpora and dictionaries.

• UpdatedJul 1, 2017

A collection of Part of Speech Tagging (POST) models developed using PyTorch

• UpdatedFeb 10, 2025
• Jupyter Notebook

Comparison of Spacy performance with different architectures, corpuses, hyperparams...

• UpdatedMar 14, 2025
• Python

Hierarchical Multiscale RNN, course project for "NLU and Computational Semantic" at NYU

• UpdatedMay 9, 2018
• Jupyter Notebook