chl17 / WordSeg
Chinese Word Segmentation Using MM/CRF/Bi-LSTM/Bi-LSTM-CRF/BERT-LSTM, 中文分词，使用 最大词匹配、CRF（CRF++）、Bi-LSTM (+CRF)、BERT-Bi-LSTM
☆30Updated 5 years ago
Alternatives and similar repositories for WordSeg:
Users that are interested in WordSeg are comparing it to the libraries listed below
- 使用UniLM实现中文文本摘要☆43Updated 5 years ago
- Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.☆129Updated 5 years ago
- 百度2020语言与智能技术竞赛：事件抽取赛道方案代码☆53Updated 4 years ago
- Chinese NER using BiLSTM/BERT + CRF☆65Updated 3 years ago
- pytorch版的命名实体识别，LSTM和LSTM_CRF☆25Updated 5 years ago
- The source code of 《 FGN：Fusion Glyph Network for Chinese Named Entity Recognition 》. SOTA Chinese NER method fusing both glyph represne…☆50Updated 5 years ago
- 复现论文《Simplify the Usage of Lexicon in Chinese NER》☆42Updated 3 years ago
- 句子匹配模型，包括无监督的SimCSE、ESimCSE、PromptBERT，和有监督的SBERT、CoSENT。☆98Updated 2 years ago
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- BERT-BiLSTM-CRF的Keras版实现☆40Updated 5 years ago
- PyTorch implement of BiLSTM-CRF for Chinese NER☆60Updated 6 years ago
- 基于Pytorch+BERT+CRF的NLP序列标注模型，目前包括分词，词性标注，命名实体识别等☆60Updated 2 years ago
- Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCN…☆76Updated 2 years ago
- Bert预训练模型fine-tune计算文本相似度☆103Updated last year
- ☆87Updated 3 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码，使得大家更容易复现这个代码。☆57Updated 4 years ago
- 中国中文信息学会社会媒体处理专业委员会举办的2019届中文人机对话之自然语言理解竞赛☆74Updated 4 years ago
- ☆25Updated 7 months ago
- 基于Pytorch实现的一些经典自然语言处理模型中文短文本分类任务，包含TextCNN，TextRCNN，FastText，BERT，ROBERT以及ERNIE☆53Updated 4 years ago
- NER任务SOTA模型BERT_MRC☆61Updated last year
- 百度2021年语言与智能技术竞赛机器阅读理解torch版baseline☆53Updated 3 years ago
- 记录自己用的BILSTM-CRF、ELMo、BERT等来做NER任务的代码。☆26Updated 5 years ago
- 基于prompt的中文文本分类。☆55Updated last year
- 论文复现《Named Entity Recognition as Dependency Parsing》☆129Updated 3 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 5 years ago
- Code for ACL 2021 paper. MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition.☆67Updated 3 years ago
- Dataset from 'Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction'☆42Updated 6 years ago
- 在bert模型的pre_training基础上进行text_cnn文本分类☆78Updated 5 years ago
- 2020语言与智能技术竞赛：事件抽取任务☆27Updated 4 years ago