16 open source projects by lipiji

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

pre-training and fine-tuning framework for text generation

Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"：https://arxiv.org/abs/2004.08022

Transformer for abstractive summarization on cnn/daily-mail and gigawords

Image Classification using Bag of Words and Spatial Pyramid BoW

Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in Theano

LSTM and GRU in JAVA

demo of deep belief nets

code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

Variational Autoencoders (VAEs) in Theano for Images and Text

non-anonymized cnn/dailymail dataset for text summarization

datasets for NLP research

code for ACL2021 paper "Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction"

Startups about artificial intelligence. (DM, ML, NLP, CV...)

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano