HackerPapers

HN 二十年,最值得读的论文。

从 Hacker News 2006 年以来的全部投稿里,挑出链接本身就是论文的帖子:arXiv、期刊、会议论文、技术报告。每篇附中文标题,讨论最热的那些再加上中文导读和高赞评论翻译。

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编辑精选里 HN 讨论最热的 30 篇,每篇都有中文导读。不知道从哪读起,就从这里开始。

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点柱子按年份筛选。注:源数据里 2023 年的帖子分数记录不全,2026 年尚未过完,这两年收录偏少。

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    1. 01

      全量扫一遍

      读取 Hacker News 自 2006 年以来的全部 446 万条链接投稿,找出指向 arXiv、期刊、会议、技术报告和学术 PDF 的帖子。

    2. 02

      只留论文本身

      由 AI 逐条判断,剔除介绍论文的新闻、博客和幻灯片,同一篇论文的多次投稿合并计算,并统计它在评论区被引用的次数。

    3. 03

      写导读、译评论

      讨论最热的 1,500 篇配上中文导读,并精选、翻译 HN 高赞评论。导读由 AI 生成,可能有误,请以原文为准。

    生物与医学2022science.org

    武汉华南海鲜市场是 Covid-19 大流行的早期中心

    Huanan Seafood Market in Wuhan was early epicenter of the Covid-19 pandemic

    入门 · 约 45 分钟读完前置知识:流行病学基础、SARS-CoV-2 背景

    读论文 HN 讨论
    155HN 得分
    270条评论
    3次投稿

    导读

    这篇发表于 Science 的论文通过流行病学与空间分析,指出武汉华南海鲜市场是新冠疫情最早的暴发中心,市场内售卖野生动物的摊位与早期病例高度相关。不过该结论在科学界并非没有争议,有评论指出其数据分析存在缺陷,且始终未在市场相关动物中检出病毒。

    HN 关注点:疫情起源这一敏感问题:论文支持'市场动物传人'说,但评论区大量讨论实验室泄漏假说及中国政府信息不透明带来的证据缺失。

    关键词 Covid-19起源华南海鲜市场实验室泄漏假说流行病学

    HN 评论精选

    这几条评论里:质疑 4

    质疑质疑论文结论,指出分析有缺陷且未找到感染动物

    抛开阴谋论不谈,Worobey 的这篇 Science 论文在科学界并非一致认可,其数据分析被指出存在部分缺陷。这里有一篇引用了多篇反对该论文结论的文献的讨论:https://inference-review.com/article/thunder-out-of-china。另一个令人起疑的事实是,与以往所有 SARS 疫情不同,从未发现任何动物对新冠检测呈阳性。(编辑:感谢指正——是未找到源头动物。)

    dangom查看英文原文

    Conspiracy theories aside, Worebey's Science paper is not unanimously well received by the scientific community, and the data analysis was shown to be partly flawed. Here's a discussion on inference pointing to references and sources that argue against the results of the paper: https://inference-review.com/article/thunder-out-of-china It also raises eyebrows the fact that no animal has ever been found to be positive for COVID, in contrast to all of the previous SARS pandemics. EDIT: thanks everyone for correcting my assertion. No source animal was found.

    质疑认为缺乏动物宿主证据,市场起源说在演化上难以自洽

    这类调查的一个问题是,没有相关方真正希望真相大白。实验室不会允许任何人来查看它在做什么,除非中共倒台,而那时记录恐怕早已被抹去。问题在于确实没有任何证据:从未在与市场相关的中国陆地动物中检出 SARS-CoV-2。我们知道鸟类可以传播它,但它总得来自某处,而野外从未找到病毒储主——不像埃博拉、马尔堡、MERS 等病毒。市场里出现了两个变异株,但考虑到 SARS-CoV-2 在人类中变异出首个变异株之前已经传播了数百万人,假设某个前体病毒在市场里经过数百万次迭代变成 SARS-CoV-2,然后又重复发生两次,这合理吗?

    manv1查看英文原文

    One problem in these kinds of investigations is that nobody involved really wants the truth to be known. The lab isn't going to let anyone poke around and see what it was doing until the CPP falls. And even then records have probably been wiped already. The problem is that there really isn't any evidence. SARS-COV-2 has never been detected in any Chinese land animals associated with the market. We know that birds can transmit it, but it needs to come from somewhere. There's no reservoir of the stuff found in the wild...unlike viruses like Ebola, Marburg, MERS, etc. There were two variants in the market...but given the speed at which SARS-COV-2 variants have mutated in humans, well, how likely is it that the market was the source? SARS-COV-2 went through millions of humans before the first variant popped out. Is it reasonable to assume that some progenitor virus went though millions of iterations to become SARS-COV-2 in the market, then did it again and again? But however unlikely, this is where we are today. Was it just bad luck that some virus entered an immuno-compromised animal at the market and mutated...twice?

    质疑讽刺官方'市场起源'说法如同核电站推卸责任,不可信

    我想知道,那些 seemingly 愿意相信中共在这件事上自利说法的人,是否也会同样相信:当镇上核电站导致饮用水被辐射污染后,电站老板声称'不是我们干的,是街上别人干的'——这和这套说法的可信度差不多。

    ejb999查看英文原文

    I wonder how many people who are seemingly willing to believe the self-serving CCP party-line on this, would be just as believing of the owners of a nuclear power plant in their town, once the drinking water became radioactive, claiming "it didn't come from the plant, someone else down the street must have done it" - that is just about as believable as this.

    质疑认为官方强烈否认实验室泄漏恰恰暗示其为真

    让我倾向于相信实验室泄漏论的一点是,中国政府非常强烈地否认这一说法,并竭力把讨论引向其他理论。对于不常关注中国的读者,有一点必须知道:每当中国政府 对某个报道反应非常负面(否认、攻击、破坏、转移话题),通常意味着报道是真的。中国政府在信息管理上非常糟糕。承认某个中国实验室收集并研究过新冠、且一名实验室人员意外被感染,是中国无法承认的事。某个实验室收集研究病毒完全合理,不合理的是实验室或工作人员疏忽大意把病毒释放到了全世界。

    mullen查看英文原文

    The one thing that makes me think the Lab Leak theory is true is that the Chinese government very very strongly denies the story and does anything it can to deflect or redirect the discussion to some other theory. For anyone reading these kinds of stories and reports but is not a regular China follower, there is one thing you really should know. Anytime the Chinese government reacts very negatively to a story (Denial, attacking, undermining, deflecting), it usually means the story is true. The Chinese government is really terrible at information management and addressing anything that might make them look bad or lose face. Just admitting a Chinese lab collected, studied and by accident a lab worker got infected with COVID is just something China can not admit. It is perfectly reasonable that some lab somewhere would collect and study the COVID virus. What is unreasonable is that the lab or a lab worker just got sloppy and accidently released that virus out to the world.

    相关资源

    从这篇论文所有 HN 讨论帖的全部评论里整理出来的链接。

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