怎么样用人工智能帮你读论文?
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666rF4mLD0eK3o6TtANgSwxqdEgp1t3tjoEGVa4Au8N2bIviaZibpwu7GbA/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">之前,我在《<a style="color: black;">论文读不懂怎么办?</a>》一文中,给你介绍了论文阅读遇到问题时的几个<span style="color: black;">处理</span><span style="color: black;">办法</span>。尤其是介绍了你<span style="color: black;">能够</span>求助的免费资源和路径,它们<span style="color: black;">包含</span>但不限于:</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">幻灯</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">博客</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">视频</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">课程</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">代码</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">那篇<span style="color: black;">文案</span>,在知乎上<span style="color: black;">得到</span>了 2600 个赞(截止 2022 年 10 月)。我相信,<span style="color: black;">针对</span><span style="color: black;">非常多</span><span style="color: black;">朋友</span>,起到了<span style="color: black;">帮忙</span>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666B6PkwSmvfokjntxkHWgickuOxrhyWNibmTiaSExKkJVmGcrp4zzXusxFA/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">只<span style="color: black;">不外</span>,环境和技术在变化,<span style="color: black;">咱们</span><span style="color: black;">处理</span>问题的<span style="color: black;">办法</span>和思路,<span style="color: black;">亦</span>应该与时俱进。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这不,<span style="color: black;">由于</span>有了大规模自然语言处理模型的加持,阅读论文时遇到不认识的名词,<span style="color: black;">或</span><span style="color: black;">没</span>法理解作者的简单解释时,<span style="color: black;">咱们</span>有了一种新的对策。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><span style="color: black;">详细</span>的<span style="color: black;">办法</span>,<span style="color: black;">便是</span><strong style="color: blue;">人工智能替你阅读</strong>后,把内容综合整理,结合上下文转换成简单清晰的语言,再反馈给你。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这个想法,其实并不<span style="color: black;">鲜嫩</span>了。翻看近几年自然语言处理<span style="color: black;">行业</span>的论文,你能看见不少<span style="color: black;">关联</span>的<span style="color: black;">科研</span>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">只<span style="color: black;">不外</span>,<span style="color: black;">哪些</span><span style="color: black;">科研</span>成果只存在论文中,<span style="color: black;">或</span>是在某个实验室的电脑里面,普通人<span style="color: black;">基本</span><span style="color: black;">没</span>法接触,更不要说利用了。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这回可不<span style="color: black;">同样</span>,有人( \@amanjha__ and \@functionofjade)居然真的就做了个<span style="color: black;">制品</span>出来。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这个应用的名字,叫做 explainpaper ,非常直白吧?</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666X1XFfXKkQQFvmHOncdY14iclUkWVuibSWpcFnUiatFbDWzia98w3FWHdFQ/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><span style="color: black;">运用</span>起来<span style="color: black;">亦</span><span style="color: black;">尤其</span>方便。<span style="color: black;">不消</span>去菜单里面点选找寻。只要你把论文传上去,高亮某一个词语、短语<span style="color: black;">或</span>段落,人工智能就会自动为你<span style="color: black;">诠释</span>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw6665gib51aEJ81tiaOqI2uOeXqpyXmcDXIpxUhCvpWl097ZfAkF4ExQCoNw/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">不仅如此,你还<span style="color: black;">能够</span>就着 AI 反馈的结果,继续追问。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这种应用演示不大适合图文。<span style="color: black;">因此</span>我干脆为你做了 一段演示视频,你<span style="color: black;">能够</span>先<span style="color: black;">瞧瞧</span>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">看完之后,感受<span style="color: black;">怎样</span>?</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">反正不少小伙伴表示,很兴奋。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666sJzRXC1w0icEXsjj23c6MNdQhia6GGOQDjZ6tVx07alfMzDibqfhRYqCg/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这东西<span style="color: black;">暗地里</span>的技术是啥?当然还是咱们的老熟人 ------GPT-3.</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">其实 GPT-3 这模型的特点,说穿了<span style="color: black;">便是</span><strong style="color: blue;">大</strong>。<span style="color: black;">由于</span>模型庞大,参数众多,<span style="color: black;">因此</span>从海量语料库里积攒的「认知」就多。<span style="color: black;">重视</span>我<span style="color: black;">这儿</span>刻意回避了「知识」这个词儿。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666EAkTQTGSHRFS1ntMGUraRRC2lACOxI0l4zh7ZqMSgVgBa7icsk36BoQ/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">(资料<span style="color: black;">源自</span>:t.ly/cY1kn)</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">从上图中,你不难看到,<span style="color: black;">此刻</span>的文本和代码生成中,GPT-3 都占据了<span style="color: black;">要紧</span>位置。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">我<span style="color: black;">爱好</span>共享内容的<span style="color: black;">原由</span>之一,是视频发出后总<span style="color: black;">能够</span><span style="color: black;">得到</span>观众进一步的反馈。不少的问题,都会激发我的思考。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">例如有小伙伴在视频后面提问,说这个东西能<span style="color: black;">不可</span>帮着理解中文论文啊?</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666kGIMkVXJqfFBVialiagOzYNhXFEVmbpKJc6oG8icPibOQronnto8grWcTg/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">这是个很好的问题。毕竟<span style="color: black;">非常多</span>国内人文社<span style="color: black;">研究</span>究生平时阅读的论文,更大比例是中文的。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">我一<span style="color: black;">起始</span>觉得这个问题问得有些太贪心了。<span style="color: black;">针对</span>一个外国人做的刚上线应用,你指望人家立即支持阅读中文,还能看懂中文的<strong style="color: blue;"><span style="color: black;">科研</span>论文</strong>,不大现实吧?</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">刚要回复,我<span style="color: black;">忽然</span>想起来 <a style="color: black;">上次在 Lex 上面的教训了</a>。既然 explainpaper 的底层模型是 GPT-3 ,那它本来就该认得中文啊。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">为了<span style="color: black;">保证</span>回答准确,还是<span style="color: black;">实质</span>测试一下吧。我传了一篇自己的论文上去。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666G6UGB8gicBBRA52MB6j1uGkAEoBNjo45Fz8ibJNLCVQytyfQoB0Gm8VA/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">中文划线高亮之后,AI 反馈的结果让我有些吃惊。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">尽管 explainpaper 并<span style="color: black;">不可</span>直接用中文来解释信息。但它<span style="color: black;">能够</span>立即识别出「知识管理」<span style="color: black;">便是</span> knowledge management ,<span style="color: black;">而后</span>进一步解释下去。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">下面这段解释,就更有意思了。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666LHkyR06exnoga66r52kVeTgGKGyIPuncIvt9kMhQQEkZ3pdght4Z2w/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">它先广泛解释「插件」是啥,<span style="color: black;">而后</span>结合本文的上下文,指出 Roam Toolkit 是一种插件,并且描述了它的功能。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">不仅如此,从下图<span style="color: black;">能够</span>看出,就连划线的时候字符之间<span style="color: black;">显现</span>了空格间隔,<span style="color: black;">亦</span>依然能正常识别和解释。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw666BuWPuaKeOYWx7tyicMzQT5LiaxCO94rjJ4ImbYpB8JiaLszPib856K9eNQ/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">下面,我故意找了个文中<span style="color: black;">无</span>进行<span style="color: black;">仔细</span>解释的「概念网络」,结果是<span style="color: black;">这般</span>的。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="https://mmbiz.qpic.cn/mmbiz_jpg/6fHkSrNbAAt76RIibeg3hHtxDeBQmw6662RQxB4ialzFibGNqacribV1mfYgo63Au2Yxia0570ueoECmiba8hNu217Bw/640?wx_fmt=jpeg&tp=webp&wxfrom=5&wx_lazy=1&wx_co=1" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">我能确定,这解释里面<span style="color: black;">显现</span>的「宠物」、「猫」、「狗」啥的,肯定没在本文正文<span style="color: black;">显现</span>过。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">Evernote 这一段,让我愣住了。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="data:image/svg+xml,%3C%3Fxml version=1.0 encoding=UTF-8%3F%3E%3Csvg width=1px height=1px viewBox=0 0 1 1 version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink%3E%3Ctitle%3E%3C/title%3E%3Cg stroke=none stroke-width=1 fill=none fill-rule=evenodd fill-opacity=0%3E%3Cg transform=translate(-249.000000, -126.000000) fill=%23FFFFFF%3E%3Crect x=249 y=126 width=1 height=1%3E%3C/rect%3E%3C/g%3E%3C/g%3E%3C/svg%3E" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">Explainpaper 居然是准确识别了这张表格,并且把内容总结梳理,<span style="color: black;">而后</span>用英文输出了出来。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><span style="color: black;">以上</span>的演示,是不是回答了读者的问题呢?我觉得算不上。从需求分析来看,人家看中文论文遇到术语不清楚,自然是<span style="color: black;">必须</span>中文的解释。你再弄成英文给我,这......</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">可换个<span style="color: black;">方向</span>想想,这东西<span style="color: black;">帮忙</span>外国人阅读中文论文,可是再好<span style="color: black;">不外</span>了。遇到中文专业词汇,随时<span style="color: black;">能够</span><span style="color: black;">得到</span>准确的英文解释,<span style="color: black;">况且</span>阐述还贴合论文的上下文。外国人读中文论文,将减少<span style="color: black;">非常多</span><span style="color: black;">阻碍</span>。这或许<span style="color: black;">能够</span>快速<span style="color: black;">提高</span>中文论文的影响力,妙啊!</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><span style="color: black;">另一</span>,<span style="color: black;">日前</span> explainpaper 缺乏中文解释能力,<span style="color: black;">亦</span>给国内的<span style="color: black;">研发</span>者<strong style="color: blue;"><span style="color: black;">供给</span>了发展空间</strong>。<span style="color: black;">期盼</span><span style="color: black;">早点</span>看到<span style="color: black;">更加多</span> AI 实际应用上线,<span style="color: black;">帮忙</span>国人理解中文论文。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">我期待你能自己尝试一下这款在线应用。<span style="color: black;">最少</span>在<span style="color: black;">日前</span>,它是免费的。<span style="color: black;">况且</span><span style="color: black;">由于</span>上传的都是公开<span style="color: black;">发布</span>的论文,<span style="color: black;">亦</span>不存在用户隐私泄漏问题。<span style="color: black;">因此</span><span style="color: black;">能够</span><span style="color: black;">安心</span>大胆地尝试 ------ <span style="color: black;">尤其</span>是<span style="color: black;">针对</span><span style="color: black;">近期</span>要写文献综述的小伙伴<span style="color: black;">来讲</span>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">欢迎你把自己测试的结果和经验心得,分享在留言区。咱们<span style="color: black;">一块</span>交流讨论。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">祝论文阅读愉快!</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><strong style="color: blue;">点赞 +「在看」,转发</strong>给你身边有<span style="color: black;">必须</span>的<span style="color: black;">伴侣</span>。收不到推送?那是<span style="color: black;">由于</span>你只<strong style="color: blue;">订阅</strong>,却<span style="color: black;">无</span><strong style="color: blue;">加星标</strong>。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="data:image/svg+xml,%3C%3Fxml version=1.0 encoding=UTF-8%3F%3E%3Csvg width=1px height=1px viewBox=0 0 1 1 version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink%3E%3Ctitle%3E%3C/title%3E%3Cg stroke=none stroke-width=1 fill=none fill-rule=evenodd fill-opacity=0%3E%3Cg transform=translate(-249.000000, -126.000000) fill=%23FFFFFF%3E%3Crect x=249 y=126 width=1 height=1%3E%3C/rect%3E%3C/g%3E%3C/g%3E%3C/svg%3E" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><span style="color: black;">倘若</span>有问题咨询,<strong style="color: blue;">加入知识星球</strong>吧。之前<span style="color: black;">已然</span><span style="color: black;">累积</span>下的帖子和问答,就有数百篇。足够你好好翻一阵子。</span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><img src="data:image/svg+xml,%3C%3Fxml version=1.0 encoding=UTF-8%3F%3E%3Csvg width=1px height=1px viewBox=0 0 1 1 version=1.1 xmlns=http://www.w3.org/2000/svg xmlns:xlink=http://www.w3.org/1999/xlink%3E%3Ctitle%3E%3C/title%3E%3Cg stroke=none stroke-width=1 fill=none fill-rule=evenodd fill-opacity=0%3E%3Cg transform=translate(-249.000000, -126.000000) fill=%23FFFFFF%3E%3Crect x=249 y=126 width=1 height=1%3E%3C/rect%3E%3C/g%3E%3C/g%3E%3C/svg%3E" style="width: 50%; margin-bottom: 20px;"></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">若文中部分链接可能<span style="color: black;">没</span>法正常<span style="color: black;">表示</span>与<span style="color: black;">转</span>,可能是<span style="color: black;">由于</span><span style="color: black;">微X</span>公众平台的外链限制。如需<span style="color: black;">拜访</span>,请点击文末「阅读原文」链接,查看链接齐备的版本。</span></p>
<h2 style="color: black; text-align: left; margin-bottom: 10px;">延伸阅读</h2>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><a style="color: black;">【知识星球精选】刻意练习区的辅助线</a></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><a style="color: black;">VOSviewer 中文视频教程</a></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><a style="color: black;"><span style="color: black;">怎样</span><span style="color: black;">有效</span>学 Python?</a></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><a style="color: black;">互联网上的时光<span style="color: black;">设备</span></a></span></p>
<p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;"><a style="color: black;"><span style="color: black;">怎样</span><span style="color: black;">有效</span>入门 Logseq ?</a></span></p>
谢谢、感谢、感恩、辛苦了、有你真好等。 你的见解真是独到,让我受益匪浅。 百度seo优化论坛 http://www.fok120.com/
页:
[1]