File tree 1 file changed +24
-0
lines changed
1 file changed +24
-0
lines changed Original file line number Diff line number Diff line change @@ -93,6 +93,30 @@ python setup.py install
93
93
94
94
95
95
96
+ ### 效果对比--16类中文任务
97
+
98
+ | 任务类型 | PromptCLUE-base | PromptCLUE-large |
99
+ | :----:| :----: | :----: |
100
+ | ** 分数** Score | 63.47 | 70.55(+7.08) |
101
+ | 参数 Parameters | 220M | 770M |
102
+ | ** 理解任务** (acc,10类) | | |
103
+ | 分类 classify | 89.56 | 92.89|
104
+ | 情感分析 emotion_analysis | 80.55 | 85.64 |
105
+ | 相似度计算 similar | 70.94 | 78.47 |
106
+ | 自然语言推理 nli | 78.00 | 86.67 |
107
+ | 指代消解 anaphora_resolution | 30.00 | 64.00|
108
+ | 阅读理解 reading_comprehension | 71.69 | 84.78 |
109
+ | 关键词提取 keywords_extraction | 41.44 | 47.78 |
110
+ | 信息抽取 ner | 63.02 | 70.09 |
111
+ | 知识图谱问答 knowledge_graph | - | 53.11 |
112
+ | 中心词提取 Keyword_extraction | 66.50 | 71.50 |
113
+ | ** 生成任务** (rouge,6类) | | |
114
+ | 翻译(英中、中英) nmt | 55.92 | 59.67 |
115
+ | 摘要 summary | 31.71 | 34.48|
116
+ | 问答 qa | 21.18 | 27.05 |
117
+ | 生成(文章、问题生成) | 35.86 | 39.87 |
118
+ | 改写 paraphrase | - | 57.68 |
119
+ | 纠错 correct | - | 93.35 |
96
120
97
121
98
122
### 文本理解
You can’t perform that action at this time.
0 commit comments