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keyword_extraction icon keyword_extraction

神策杯2018高校算法大师赛（中文关键词提取）第二名代码方案

lightnlp icon lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架，包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块，已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练、聊天机器人、机器翻译、文本摘要等功能。框架功能丰富，开箱可用，极易上手！基本都是学习他人实现然后自己修改融合到框架中，没有细致调参，且有不少Bug～

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

models icon models

Models and examples built with TensorFlow

nlp_xiaojiang icon nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nlpcc2016kbqa icon nlpcc2016kbqa

KBQA based on the NLPCC2016 dataset, including reimplementation of NLPCC2016 best team`s QA.

pycorrector icon pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

sentence-similarity icon sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

seq2seq icon seq2seq

keras example of seq2seq, auto title

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

transformer-xl-chinese icon transformer-xl-chinese

transformer xl在中文文本生成上的尝试（效果意外的好，可写小说、古诗）（transformer xl for text generation of chinese）

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

xlnet icon xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

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