# ts-nlp

**Repository Path**: weyee/ts-nlp

## Basic Information

- **Project Name**: ts-nlp
- **Description**: NLP相关算法，均基于oneflow实现
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 8
- **Created**: 2025-02-11
- **Last Updated**: 2025-02-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

本仓库为基于天枢深度学习框架开发的各类自然语言处理算法。

In this repo, we supply several NLP models and NLP ops based on OneFlow, including:

## 知识图谱

[RE_Transformer](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RE_Transformer)

[PCNN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RE_PCNN)

[GCN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RE_GCN)

[caspule](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/caspule)

[Bilstm-crf](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/BiLSTM-CRF)

[ConvE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/ConvE_oneflow)

[RESCAL](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RESCAL_oneflow)

[ConvKB](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/ConvKB)

[KGE-DURA](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/KGE-DURA_oneflow)

[KGE-HAKE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/KGE-HAKE_oneflow)

[NTN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NTN_oneflow)

[QuatRE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/QuatRE_oneflow)

[Analogy](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/Analogy)

[ComplEx](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/ComplEx)

[DistMult](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/DistMult)

[RESCAL](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RESCAL)

[RotatE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/RotatE)

[SimplE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/SimplE)

[TransD](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/TransD)

[TransE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/TransE)

[TransH](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/TransH)

[TransR](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/TransR)

## 社交网络分析

[GCN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/GNN_Derived)

[GAT](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/GNN_Derived)

[GraphSTAGE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/GNN_Derived)

## 自然语言处理

[debertaV1](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/debertaV1)

[debertaV2](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/debertaV2)

[early_exit_NER](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/early_exit_NER)

[ElasticBERT](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/ElasticBERT)

[flat](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/flat)

[hashee](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/hashee)

[KNN_OOD](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/KNN_OOD)

[matchsum](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/matchsum)

[star_transformer](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/star_transformer)

[CPT](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/CPT)

[RNN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/rnn)

[BiLSTM](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/text_classification)

[TextCNN](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/TextCNN)

[GPT-2](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/GPT2)

[BERT](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/LanguageModeling/BERT)

[RoBERTa](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/LanguageModeling/RoBERTa)

[LSTMText](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/LSTMText)

[Transformer](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/Transformer)

[Seq2Seq](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/seq2seq)

[MoE](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/NLP/MoE)

[GPT](https://gitee.com/zhijiangtianshu/ts-nlp/tree/master/GPT)