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4.人工智能/4.6.6.1NLP领域任务（研究目标）.md
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<strong>分类 (text classification)：</strong> 给一句话或者一段文本，判断一个标签。
![](https://hdu-cs-wiki.oss-cn-hangzhou.aliyuncs.com/PxE3b05ApofzZ1x8u49cirdUnye.png)
![](https://pic-hdu-cs-wiki-1307923872.cos.ap-shanghai.myqcloud.com/PxE3b05ApofzZ1x8u49cirdUnye.png)
图 2：分类 (text classification)
<strong>蕴含 (textual entailment)：</strong> 给一段话，和一个假设，看看前面这段话有没有蕴含后面的假设。
![](https://hdu-cs-wiki.oss-cn-hangzhou.aliyuncs.com/OuhabfzABoqxQxxS1n1cPLTinKb.png)
![](https://pic-hdu-cs-wiki-1307923872.cos.ap-shanghai.myqcloud.com/OuhabfzABoqxQxxS1n1cPLTinKb.png)
图 3：蕴含 (textual entailment)
<strong>相似 (Similarity)：</strong> 判断两段文字是否相似。
![](https://hdu-cs-wiki.oss-cn-hangzhou.aliyuncs.com/ByeFbxTfToxFlgxh6xmcIKeRnzd.png)
![](https://pic-hdu-cs-wiki-1307923872.cos.ap-shanghai.myqcloud.com/ByeFbxTfToxFlgxh6xmcIKeRnzd.png)
图 4：相似 (Similarity)
<strong>多选题 (Multiple Choice)：</strong> 给个问题，从 N 个答案中选出正确答案。
![](https://hdu-cs-wiki.oss-cn-hangzhou.aliyuncs.com/ZYgybsj5dol1Ifx96Koc6SRpnmc.jpeg)
![](https://pic-hdu-cs-wiki-1307923872.cos.ap-shanghai.myqcloud.com/ZYgybsj5dol1Ifx96Koc6SRpnmc.jpeg)
图 5：多选题 (Multiple Choice)