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deep learning/NLP/RL's Projects

_rasa_chatbot icon _rasa_chatbot

A Chinese task oriented chatbot in IVR(Interactive Voice Response) domain, implement by rasa. This is a demo with toy dataset, more data should be added for performance.

text-summarizer-pytorch icon text-summarizer-pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

text_matching icon text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

textclassification-meituan-featureextraction-classifier icon textclassification-meituan-featureextraction-classifier

该工程是利用python3.6进行“特征提取+分类器”来实现美团评论的文本二分类问题。在特征提取部分提取了6种特征，分类器选择了python里面的包xgboost和lightGBM分别实现提升树和GBDT（梯度提升决策树）。

textgan-pytorch icon textgan-pytorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

two-are-better-than-one icon two-are-better-than-one

Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2020

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