Entity_extractor_by_pointer Alternatives

使用torch整合两种经典的指针NER抽取范式,分别是SpanBert和苏神的GlobalPointer,简单加了些tricks,配置后一键运行
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Alternatives To StanleyLsx/entity_extractor_by_pointer
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
flairNLP/flair 13,369 24 69 about 2 years ago 31 October 28, 2023 65 other Python
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dbiir/UER-py 2,802 0 0 over 2 years ago 0 132 apache-2.0 Python
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
zjunlp/DeepKE 2,679 0 0 about 2 years ago 111 September 21, 2023 2 mit Python
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
jiesutd/NCRFpp 1,862 0 0 almost 4 years ago 1 March 16, 2022 5 apache-2.0 Python
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
deepset-ai/FARM 1,706 1 2 over 2 years ago 25 September 14, 2020 6 apache-2.0 Python
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
lonePatient/BERT-NER-Pytorch 1,666 0 0 about 3 years ago 0 57 mit Python
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
airaria/TextBrewer 1,387 0 0 almost 3 years ago 0 1 apache-2.0 Python
A PyTorch-based knowledge distillation toolkit for natural language processing
Tencent/TencentPretrain 951 0 0 about 2 years ago 0 36 other Python
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
920232796/bert_seq2seq 890 0 0 almost 4 years ago 42 March 27, 2022 43 apache-2.0 Python
pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。
kamalkraj/BERT-NER 872 0 0 almost 5 years ago 0 31 agpl-3.0 Python
Pytorch-Named-Entity-Recognition-with-BERT
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