hemingkx / WordSegLinks
A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .
☆211Updated 2 years ago
Alternatives and similar repositories for WordSeg
Users that are interested in WordSeg are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.☆503Updated 4 years ago
- 中文文本分类、序列标注工具包(pytorch),支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Chinese text classification and sequence labeling toolk…☆346Updated 11 months ago
- Code for ACL 2021 paper "ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information"☆561Updated last year
- Pytorch BERT-BiLSTM-CRF For NER☆418Updated 5 years ago
- 本人项目进行中搜集的数据集,包含原始数据和经过处理后的数据,项目持续更新。☆115Updated 4 years ago
- 基于词汇信息融合的中文NER模型☆169Updated 3 years ago
- 全局指针统一处理嵌套与非嵌套NER的Pytorch实现☆394Updated 2 years ago
- 中文NER的那些事儿☆318Updated last year
- 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☆61Updated 2 years ago
- Code for the ACL2021 paper "Lexicon Enhanced Chinese Sequence Labelling Using BERT Adapter"☆344Updated 3 years ago
- 基于pytorch + bert的多标签文本分类(multi label text classification)☆106Updated last year
- 使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型☆483Updated 6 years ago
- 基于pytorch_bert的中文多标签分类☆90Updated 3 years ago
- Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification☆532Updated 3 years ago
- NLP 领域常见任务的实现,包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。☆536Updated 2 years ago
- 基于GOOGLE T5中文生成式模型的摘要生成/指代消解,支持batch批量生成,多进程☆226Updated last year
- 超长文本分类(大于1000字);文档级/篇章级文本分类;主要是解决长距离依赖问题☆130Updated 3 years ago
- ChineseNER based on BERT, with BiLSTM+CRF layer☆453Updated 4 years ago
- Implemention of NER model on chinese dataset.☆73Updated 2 years ago
- All NLP you Need Here. 目前包含15个NLP demo的pytorch实现(大量代码借鉴于其他开源项目,原先是自己玩的,后来干脆也开源出来)☆280Updated this week
- 基于BI-LSTM+CRF的中文命名实体识别 Pytorch☆402Updated 2 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆280Updated 4 years ago
- ☆417Updated last year
- 基于pytorch的bert_bilstm_crf中文命名 实体识别☆570Updated 2 years ago
- PERT: Pre-training BERT with Permuted Language Model☆362Updated 2 years ago
- 北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别,关系抽取,属性抽取等子任务,每类子任务分别对学术界和工业界进行调研。☆469Updated 3 years ago
- 利用指针网络进行信息抽取,包含命名实体识别、关系抽取、事件抽取。☆126Updated 2 years ago
- 基于Tensorflow2.3开发的NER模型,都是CRF范式,包含Bilstm(IDCNN)-CRF、Bert-Bilstm(IDCNN)-CRF、Bert-CRF,可微调预训练模型,可对抗学习,用于命名实体识别,配置后可直接运行。☆429Updated 7 months ago
- pytorch中文语言模型预训练☆389Updated 4 years ago
- 端到端的长本文摘要模型(法研杯2020司法摘要赛道)☆397Updated last year