最近在带入组的本科实习生,发现怎么读论文其实是科研训练里最容易被忽略的一步。
推荐一篇每个科研新人都该读的经典短文:S. Keshav 的 How to Read a Paper。
文章提出了非常实用的“三遍读论文法”:
第一遍,5 到 10 分钟快速扫读:标题、摘要、引言、章节标题、结论和参考文献。
目标是回答 5C:
Category, Context, Correctness, Contributions, Clarity。
也就是判断这篇论文是什么、和谁相关、假设是否合理、贡献是什么、写得清不清楚。
第二遍,认真读论文主线,但先跳过证明细节。重点看图表、实验设置、结果是否清楚、引用了哪些关键工作。
第三遍才进入深度理解:尝试像复现一样重建作者的思路,检查假设、方法、创新点和潜在漏洞。
放在今天看,这个方法和 AI 辅助读论文其实很契合。
第一遍可以让 AI 帮忙快速总结论文的研究问题、核心贡献和主要结论,但自己一定要判断这篇文章是否真的值得继续读。
第二遍可以让 AI 帮忙解释方法、实验设置、图表和不熟悉的概念,但不能只看 AI 总结。关键图表、实验设计和结果数字一定要回到原文核对。
第三遍可以让 AI 扮演 reviewer,帮你追问:这篇文章的假设是否成立?实验是否支持结论?有没有 missing baseline?有没有潜在的数据泄漏、评价偏差或过度 claim?
读论文不是“读完”就行。真正重要的是知道什么时候快速跳过,什么时候认真理解。
尤其在 AI 工具越来越强的情况下,科研新人更需要训练自己的判断力。
AI 可以帮你压缩信息,但不能替你决定一篇论文是否重要、是否可信、是否值得借鉴。
https://t.co/8gUc4HbLwR
Instead of teaching your kids what would happen if you DON’T do it (kalo ga solat disiksa neraka) which lead towards hatred, WHY don’t teach them what would happen if u actually do it (ETERNAL BEAUTY, divine love, the angels, the SENSIBILITIES, MA’RIFAT) which lead towards love?
Are funny teachers more effective?
This is an interesting study because most studies on this are correlational, this uses randomised controlled experiments. Key Findings:
- Not all humour helps learning. Some actively harms it.
- Students appreciate humour that serves the lesson, not humour that distracts from it.
- Aggressive humour reliably increases student anger and anxiety.
- If a joke does not clarify the content, it is probably doing cognitive damage.
Bottom line: Only humour that is tightly tied to lesson content improves teaching quality, while other humour types are neutral at best and actively harmful at worst.
https://t.co/nwDoBZMbPL
Want to feel superior? Want to know how to improve yourself? Want to improve your confidence?
Belajaro Excel.
Sampe lo bisa bikin multiple nested if with dynamic data validation.
Feel free to try, but it always 100% works.
Ga mau coba ya gpp.
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Kupikir2, Tuhannya org Islam goks jg—kayak the ultimate life coach. Ia protektif tapi penyayang, tegas tapi mendidik. Dan malah seneng kalau ada yg "needy"
SOP nya juga simple:
-Daily check-in 5x
-Rutin donasi
-Annual detox: 30days intermittent fasting
-Spiritual trip jika mampu
iya sih ketersinggungan dan ketawa adalah reaksi natural dari komedi, tapi kalo tiap liat komedi bakal tersinggung mau kapan ketawanya wahai kalian woke generation yang budiman