Popular GitHub Repositories for Penn Treebank

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

Pitch Estimating Neural Networks (PENN)

Survey of Small Language Models from Penn State, ...

Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)

? Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) dataset and the LoRA technique.

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

An implementation of WaveNet using PyTorch & PyTorch Lightning

An LSTM model implemented by PyTorch to perform sentiment classification on the Stanford Sentiment Treebank (SST-5) dataset.

Bi-LSTM with Attention performs sentence-level sentiment classification on Stanford Sentiment Treebank dataset .

This is the implementation of paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim

This repository contains Natural Language Processing programs in the Python programming language.