JuGyang / word2vec-SGNS
基于Skip-Gram with Negative Sampling的汉语词向量学习和评估
☆25Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for word2vec-SGNS
- word2vec implementation for skip-gram in pytorch☆53Updated 5 years ago
- text classification with deep learning model and traditional ways☆53Updated 5 years ago
- Pytorch implementation of Neural Machine Translation with seq2seq and attention (en-zh)☆41Updated 5 years ago
- torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆172Updated 5 years ago
- Word Similarity and Word Analogy Task scripts☆72Updated 6 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆101Updated 3 years ago
- a repository for my curriculum project☆85Updated 2 years ago
- datafountain☆16Updated 4 years ago
- CCF BDCI 金融信息负面及主体判定第三名方案☆56Updated 4 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆105Updated 6 years ago
- Self complemented word embedding methods using CBOW,skip-Gram,word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成☆179Updated 6 years ago
- Baselines for CAIL2020-Argument-Mining: BERT, RNN☆39Updated 4 years ago
- 智源研究院&中科院计算所-互联网虚假新闻检测挑战赛☆64Updated 5 years ago
- Use pytorch to implement word2vec☆148Updated 5 years ago
- A simplified fine tune and deploy code based on bert for text matching.☆15Updated 5 years ago
- CHIP 2019平安医疗科技疾病问答迁移学习比赛baseline,rank7☆26Updated 5 years ago
- 文本生成☆43Updated 6 years ago
- Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.☆34Updated 4 years ago
- ☆84Updated 4 years ago
- ☆37Updated 5 years ago
- ☆22Updated 5 years ago
- PyTorch Bert Text Classification☆31Updated 5 years ago
- init☆21Updated 5 years ago
- pytorch word2vec Four implementations : skip gram / CBOW on hierarchical softmax / negative sampling☆63Updated 6 years ago
- 双向lstm+crf 序列标注☆63Updated 5 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆137Updated 5 years ago
- the implementation for Disconnected Recurrent Neural Networks☆34Updated 6 years ago
- Chinese WordSegment based on algorithms including Maxmatch (forward, backward, bidirectional), HMM,N-gramm(max prob ngram, biward ngam) e…☆96Updated 6 years ago
- my code and result for Fudan NLP beginner☆8Updated 5 years ago