Instruct Ner
Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Bert Bilstm Crf Ner | 4,564 | 1 | 3 years ago | 9 | March 04, 2019 | 118 | Python | |||
| Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services | ||||||||||
| Snips Nlu | 3,796 |  | 8 | 5 | a year ago | 34 | January 15, 2020 | 66 | apache-2.0 | Python |
| Snips Python library to extract meaning from text | ||||||||||
| Deepke | 3,035 | 25 days ago | 111 | September 21, 2023 | 2 | mit | Python | |||
| [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction | ||||||||||
| Kashgari | 2,141 |  | 1 | 1 | 3 years ago | 11 | October 18, 2019 | 32 | apache-2.0 | Python |
| Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding. | ||||||||||
| Ncrfpp | 1,862 | 2 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. | ||||||||||
| Sequence_tagging | 1,725 | 5 years ago | 15 | apache-2.0 | Python | |||||
| Named Entity Recognition (LSTM + CRF) - Tensorflow | ||||||||||
| Cluener2020 | 1,416 | 2 years ago | 48 | Python | ||||||
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| Entity Recognition Datasets | 1,386 | 8 months ago | 7 | mit | Python | |||||
| A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types. | ||||||||||
| Underthesea | 1,288 |  | 20 | 6 | 8 months ago | 125 | September 22, 2023 | 45 | gpl-3.0 | Python |
| Underthesea - Vietnamese NLP Toolkit | ||||||||||
| Named_entity_recognition | 1,118 | 3 years ago | 27 | Python | ||||||
| 中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现） | ||||||||||
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Python
Ner
Lora
Named Entity Recognition