Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT
☆13May 22, 2023Updated 2 years ago
Alternatives and similar repositories for keras-bert-ner
Users that are interested in keras-bert-ner are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Keras solution of simple Knowledge-Based QA task with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT☆22May 22, 2023Updated 2 years ago
- BERT-BiLSTM-CRF的Keras版实现☆40May 27, 2019Updated 6 years ago
- details☆263Mar 26, 2018Updated 8 years ago
- Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow☆568Dec 7, 2018Updated 7 years ago
- Tensorflow 1.x solution for chinese NER task, using ALBERT-LSTM-CRF model☆18Apr 19, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- using bilstm-crf,bert and other methods to do sequence tagging task☆415Jun 12, 2023Updated 2 years ago
- 使用预训练语言模型ALBERT做中文NER☆479Jan 13, 2021Updated 5 years ago
- 使用ALBERT预训练模型，用于识别文本中的时间，同时验证模型的预测耗时是否有显著提升。☆57Dec 16, 2019Updated 6 years ago
- 中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。☆294Dec 8, 2019Updated 6 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services☆4,903Feb 24, 2021Updated 5 years ago
- wrapping albert via bert-for-tf2, implementing NER task☆25Jan 7, 2020Updated 6 years ago
- Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includ…☆2,387Sep 3, 2024Updated last year
- keras implement of transformers for humans☆5,424Nov 11, 2024Updated last year
- 基于轻量级的albert实现albert+BiLstm+CRF☆93May 25, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 面向金融领域的事件主体抽取（ccks2019），一个baseline☆119May 13, 2019Updated 6 years ago
- Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresp…☆348Jul 25, 2019Updated 6 years ago
- Implementation of BERT that could load official pre-trained models for feature extraction and prediction☆2,426Jan 22, 2022Updated 4 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,983Nov 21, 2022Updated 3 years ago
- “达观杯”NLP算法挑战赛 竞赛成绩：排名前1%（29/2885）☆16Sep 24, 2018Updated 7 years ago
- A Lite BERT☆60Oct 28, 2019Updated 6 years ago
- The code for "A Unified MRC Framework for Named Entity Recognition"☆33Nov 14, 2019Updated 6 years ago
- 在Keras下微调Bert的一些例子；some examples of bert in keras☆656Oct 24, 2019Updated 6 years ago
- Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge …☆1,230Jun 1, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.☆75Sep 5, 2019Updated 6 years ago
- An implementation of bidirectional LSTM-CRF for Named Entity Relationship on custom corpus with custom word embeddings☆14Apr 9, 2019Updated 6 years ago
- Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF/single-CRF model with BERTs (Google's Pretrained Language Model: …☆17Oct 31, 2019Updated 6 years ago
- CCKS 2020: 基于本体的金融知识图谱自动化构建技术评测☆88Jul 19, 2022Updated 3 years ago
- My third project in NLP classes.☆27Dec 8, 2017Updated 8 years ago
- 微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)☆140Jul 23, 2020Updated 5 years ago
- 中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案☆477Apr 5, 2021Updated 4 years ago
- Pytorch-BERT-CRF-NER;Chinese-Named-Entity-Recognition☆47Jun 5, 2021Updated 4 years ago
- 一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 的简单Demo， 模型采用BERT+CNN ( https://github.com/Wangpeiyi9979/IE-Bert-CNN )。 Demo使用Fl…☆126May 14, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark☆133May 22, 2023Updated 2 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with CMU/Google XLNet☆45Oct 23, 2019Updated 6 years ago
- 机器检索阅读联合学习，莱斯杯：全国第二届“军事智能机器阅读”挑战赛 rank6 方案☆128Oct 20, 2020Updated 5 years ago
- DeepIE: Deep Learning for Information Extraction☆1,942Dec 9, 2022Updated 3 years ago
- 使用预训练语言模型BERT做中文NER☆975Feb 26, 2020Updated 6 years ago
- Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard☆1,786Feb 18, 2023Updated 3 years ago
- A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.☆808Jan 13, 2023Updated 3 years ago