Project Name	Stars	Most Recent Commit	Language
Financialdatasets	100	5 years ago
SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only
Electra_crf_ner	37	4 years ago	Python
We start a company-name recognition task with a small scale and low quality training data, then using skills to enhanced model training speed and predicting performance with least artificial participation. The methods we use involve lite pre-training models such as Albert-small or Electra-small with financial corpus, knowledge of distillation and multi-stage learning. The result is that we improve the recall rate of company names recognition task from 0.73 to 0.92 and get 4 times as fast as BERT-Bilstm-CRF model.
Finner	6	2 years ago	C
financial NER, like apache-opennlp but actually working

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Financialdatasets ⭐ 100

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

most recent commit 5 years ago

Electra_crf_ner ⭐ 37

We start a company-name recognition task with a small scale and low quality training data, then using skills to enhanced model training speed and predicting performance with least artificial participation. The methods we use involve lite pre-training models such as Albert-small or Electra-small with financial corpus, knowledge of distillation and multi-stage learning. The result is that we improve the recall rate of company names recognition task from 0.73 to 0.92 and get 4 times as fast as BERT

most recent commit 4 years ago

Finner ⭐ 6

financial NER, like apache-opennlp but actually working

most recent commit 2 years ago

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