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chunyue zhang's Projects

sc-lstm icon sc-lstm

Implement SC-LSTM model for text generation in control of words, in Python/TensorFlow

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sentiment-analysis-webapp icon sentiment-analysis-webapp

[To be improved]中文短文本情感分析 web 应用 | A web app about Chinese sentences sentiment analysis

seq2seq icon seq2seq

Universal seq2seq model for question generation, text summarization, machine translation etc. written in Python and Tensorflow 1.4 with Tensorflow's Beam Search API decoder

seq2seq_chatbot_new icon seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs

shalo icon shalo

Shallow baseline models for text in TensorFlow

sltk icon sltk

SLTK,序列化标注工具,实现BiLSTM-CRF模型,并利用pytorch实现了高效的数据加载模块。

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

summarization icon summarization

A sequence to sequence model for abstractive text summarization

superae icon superae

Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"

taadpapers icon taadpapers

Must-read Papers on Textual Adversarial Attack and Defense

textvae icon textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

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