2017 360机器写作与人类写作的巅峰对决
baseline队(3/589) | 赛题链接
根据上下文语法语义的一致性与连续性，判断文章是否为人类写作。
| 阶段 | 训练集 | 测试集 |
|---|---|---|
| 初赛Part1 | 20w(12w+, 8w-) | 15w |
| 初赛Part2 | 30w(6w+, 24w-) | 25w |
| 复赛 | 60w(24w+, 36w-) | 40w |
| 模型 | 类型 | 分数 |
|---|---|---|
| CNN | word | 0.9014 |
| CNN | postag+char | 0.8982 |
| HAN | word | 0.9047 |
| HCN | word | 0.9056 |
## 预训练词向量
python3 ./utils/w2v.py
## 构建线下训练验证集，生成序列文件
python3 ./utils/data_preprocess.py
## 后续即可运行train目录下脚本训练模型
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