
## Chinese MRC roberta_wwm_ext_large

* 使用大量中文MRC数据训练的roberta_wwm_ext_large模型，详情可查看：https://github.com/basketballandlearn/MRC_Competition_Dureader
* 此库发布的再训练模型，在 阅读理解/分类 等任务上均有大幅提高<br/>
（已有多位小伙伴在Dureader-2021等多个比赛中取得**top5**的成绩😁）

|                模型/数据集                 |  Dureader-2021  |  tencentmedical |
| ------------------------------------------|--------------- | --------------- |
|                                           |    F1-score    |    Accuracy     |
|                                           |  dev / A榜     |     test-1      |
| macbert-large (哈工大预训练语言模型)         | 65.49 / 64.27  |     82.5        |
| roberta-wwm-ext-large (哈工大预训练语言模型) | 65.49 / 64.27  |     82.5        |
| macbert-large (ours)                      | 70.45 / **68.13**|   **83.4**    |
| roberta-wwm-ext-large (ours)              | 68.91 / 66.91   |    83.1        |



{"language": ["zh"], "license": "apache-2.0"}
transformers pytorch bert question-answering zh license:apache-2.0 endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #bert #question-answering #zh #license-apache-2.0 #endpoints_compatible #has_space #region-us 

Chinese MRC roberta\_wwm\_ext\_large
------------------------------------


* 使用大量中文MRC数据训练的roberta\_wwm\_ext\_large模型，详情可查看：URL
* 此库发布的再训练模型，在 阅读理解/分类 等任务上均有大幅提高  

（已有多位小伙伴在Dureader-2021等多个比赛中取得top5的成绩）


模型/数据集: , Dureader-2021: F1-score, tencentmedical: Accuracy
模型/数据集: , Dureader-2021: dev / A榜, tencentmedical: test-1
模型/数据集: macbert-large (哈工大预训练语言模型), Dureader-2021: 65.49 / 64.27, tencentmedical: 82.5
模型/数据集: roberta-wwm-ext-large (哈工大预训练语言模型), Dureader-2021: 65.49 / 64.27, tencentmedical: 82.5
模型/数据集: macbert-large (ours), Dureader-2021: 70.45 / 68.13, tencentmedical: 83.4
模型/数据集: roberta-wwm-ext-large (ours), Dureader-2021: 68.91 / 66.91, tencentmedical: 83.1



TAGS
#transformers #pytorch #bert #question-answering #zh #license-apache-2.0 #endpoints_compatible #has_space #region-us 

passage: TAGS
#transformers #pytorch #bert #question-answering #zh #license-apache-2.0 #endpoints_compatible #has_space #region-us 
