自己之前收集的自然语言处理和知识图谱相关的一些开源项目.zip

# NLP-KG-Projects 自己之前收集的自然语言处理和知识图谱相关的一些开源项目（star怪），有的内容详尽，有的内容稀少，都是以todolist的形式记录的。 其中各深度学习项目的实现框架基本都是Pytorch。 例如， ## [自然语言处理任务实现](./自然语言处理任务实现.md)： ### 文本摘要 - [ ] [rohithreddy024/Text-Summarizer-Pytorch: Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network](https://github.com/rohithreddy024/Text-Summarizer-Pytorch) ### 文本分类 - [ ] [649453932/Chinese-Text-Classification-Pytorch: 中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。](https://github.com/649453932/Chinese-Text-Classification-Pytorch) - [ ] [Tencent/NeuralNLP-NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit](https://github.com/Tencent/NeuralNLP-NeuralClassifier) - [ ] [songyingxin/TextClassification-Pytorch: Pytorch + NLP, 一份友好的项目实践仓库](https://github.com/songyingxin/TextClassification-Pytorch) - [ ] [prakashpandey9/Text-Classification-Pytorch: Text classification using deep learning models in Pytorch](https://github.com/prakashpandey9/Text-Classification-Pytorch) - [ ] [EdGENetworks/attention-networks-for-classification: Hierarchical Attention Networks for Document Classification in PyTorch](https://github.com/EdGENetworks/attention-networks-for-classification) - [ ] [Shawn1993/cnn-text-classification-pytorch: CNNs for Sentence Classification in PyTorch](https://github.com/Shawn1993/cnn-text-classification-pytorch) - [ ] [ZephyrChenzf/text-classification-pytorch: 使用pytorch和京东某商品评价数据集，采用不同模型对文本进行分类](https://github.com/ZephyrChenzf/text-classification-pytorch) - [ ] [wabyking/TextClassificationBenchmark: A Benchmark of Text Classification in PyTorch](https://github.com/wabyking/TextClassificationBenchmark) - [ ] [bigboNed3/chinese_text_cnn: TextCNN Pytorch实现 中文文本分类 情感分析](https://github.com/bigboNed3/chinese_text_cnn) - [ ] [Cheneng/TextCNN: Convolutional Neural Networks for Sentence Classification in PyTorch](https://github.com/Cheneng/TextCNN) - [ ] [real-brilliant/bert_chinese_pytorch: bert for chinese text classification](https://github.com/real-brilliant/bert_chinese_pytorch) - [ ] [brightmart/text_classification: all kinds of text classification models and more with deep learning](https://github.com/brightmart/text_classification) - [ ] [gaussic/text-classification-cnn-rnn: CNN-RNN中文文本分类，基于TensorFlow](https://github.com/gaussic/text-classification-cnn-rnn) ### 中文分词 - [ ] [Moonshile/ChineseWordSegmentation: Chinese word segmentation algorithm without corpus（无需语料库的中文分词）](https://github.com/Moonshile/ChineseWordSegmentation) - [ ] [fxsjy/jieba: 结巴中文分词](https://github.com/fxsjy/jieba) - [ ] [Chinese Word Segmentation by Iterated Dilated Convolutions](https://github.com/hankcs/ID-CNN-CWS) - [ ] [ZephyrChenzf/participle: 三个分词器，一个使用bilstm+viterbi，一个使用n-gram，一个使用cnn+bilstm+crf](https://github.com/ZephyrChenzf/participle) ### 关键词提取 - [ ] [ArtistScript/FastTextRank: 中文文本摘要/关键词提取](https://github.com/ArtistScript/FastTextRank) - [ ] [aneesha/RAKE: A python implementation of the Rapid Automatic Keyword Extraction](https://github.com/aneesha/RAKE) ### 主题模型 - [ ] [dongwookim-ml/python-topic-model: Implementation of various topic models](https://github.com/dongwookim-ml/python-topic-model) ### 聊天机器人 - [ ] [zhaoyingjun/chatbot: 一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本和tf2.0版本。](https://github.com/zhaoyingjun/chatbot) - [ ] [ywk991112/pytorch-chatbot: Pytorch seq2seq chatbot](https://github.com/ywk991112/pytorch-chatbot) - [ ] [jinfagang/pytorch_chatbot: A Marvelous ChatBot implement using PyTorch.](https://github.com/jinfagang/pytorch_chatbot) ### 句法分析 - [ ] [nikitakit/self-attentive-parser: High-accuracy NLP parser with models for 11 languages.](https://github.com/nikitakit/self-attentive-parser) - [ ] [baoy-nlp/FAParser: A Fast(er) and Accurate Syntactic Parsing by Exacter Searching.](https://github.com/baoy-nlp/FAParser) ### 依存分析 - [ ] [Samurais/text-dependency-parser: 自然语言处理之依存关系分析](https://github.com/Samurais/text-dependency-parser) - [ ] [akashrajkn/dependency-parser: Neural graph-based dependency parser](https://github.com/akashrajkn/dependency-parser) - [ ] [daandouwe/biaffine-dependency-parser: A graph based dependency parser in PyTorch.](https://github.com/daandouwe/biaffine-dependency-parser) - [ ] [EelcovdW/Biaffine-Parser: Biaffine Dependency Parser, implemented in PyTorch.](https://github.com/EelcovdW/Biaffine-Parser) - [ ] [zysite/biaffine-parser: An implementation of "Deep Biaffine Attention for Neural Dependency Parsing"](https://github.com/zysite/biaffine-parser) - [ ] [elikip/bist-parser: Graph-based and Transition-based dependency parsers based on BiLSTMs](https://github.com/elikip/bist-parser) - [ ] [wddabc/bist-parser: Graph-based and Transition-based dependency parsers based on BiLSTMs](https://github.com/wddabc/bist-parser) ### 语义相似度 - [ ] [liuhuanyong/SiameseSentenceSimilarity: SiameseSentenceSimilarity,个人实现的基于Siamese bilstm模型的相似句子判定模型,提供训练数据集和测试数据集.](https://github.com/liuhuanyong/SiameseSentenceSimilarity) - [ ] [buxcon/siamese_lstm: A PyTorch implementation for 'Siamese Recurrent Architectures for Learning Sentence Similarity'.](https://github.com/buxcon/siamese_lstm) - [ ] [RandolphVI/Text-Pairs-Relation-Classification: About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.](https://github.com/RandolphVI/Text-Pairs-Relation-Classification) - [ ] [demelin/Sentence-similarity-classifier-for-pyTorch: Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)](https://github.com/demelin/Sentence-similarity-classifier-for-pyTorch) - [ ] [adambielski/siamese-triplet: Siamese and triplet networks with online pair/triplet mining in PyTorch](https://github.com/adambielski/siamese-triplet) - [ ] [yanqiangmiffy/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。](https://github.com/yanqiangmiffy/sentence-similarity) - [ ] [tlatkowski/multihead-siamese-nets: Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.](https://github.com/tlatkowski/multihead-siamese-nets) ### 序列标注 - [ ] [LiyuanLucasLiu/LM-LSTM-CRF: Empower Sequence Labeling with Task-Aware Language Model](https://github.com/LiyuanLucasLiu/LM-LSTM-CRF) - [ ] [sgrvinod/a-PyTorch-Tutorial-to-Sequence-Labeling: Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling](https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Sequence-Labeling) ### 新词发现 - [ ] [Lapis-Hong/xinci: 新词发现 Chinese Words Extraction & New Words Finder (Python package).](https://github.com/Lapis-Hong/xinci) ### 语义角色标注 - [ ] [weiyuhan/chinese_srl_birnn: Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks](https://github.com/weiyuhan/chinese_srl_birnn) - [ ] [Nrgeup/chinese_semantic_role_labeling: 基于 Bi-LSTM 和 CRF 的中文语义角色标注](https://github.com/Nrgeup/chinese_semantic_role_labeling) - [ ] [luheng/deep_srl: Code