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。

    经济与社会科学2021nature.com

    封锁与远程学习可能扩大社会阶层学业差距

    Lockdown, distance learning likely to increase social class achievement gap

    入门 · 约 25 分钟读完前置知识:教育不平等基础、数字鸿沟概念、远程教学背景

    读论文 HN 讨论
    234HN 得分
    349条评论

    导读

    这篇论文关注停课与远程教学如何影响不同社会阶层学生的学业成就差距。文章综述研究指出,社会阶层与数字工具获取、数字技能熟悉度以及将技术用于学习的方式存在不平等,因此封锁和远程学习可能进一步扩大阶层间的成绩差距。家庭技术条件、学习环境等非课堂因素会放大教育不平等。

    HN 关注点:关校和远程教学是否对弱势学生造成更大伤害,以及疫情政策在儿童教育与社会不平等上的副作用。

    关键词 远程教育数字鸿沟学业差距社会阶层

    HN 评论精选

    这几条评论里:支持 1 补充 2 亲历 1

    支持作者从支持关校转为认为远程学习造成灾难,低估了数字鸿沟与学习环境的影响。

    这是我彻底改变看法的一件事。我以前认为关学校不会伤害任何人,成绩最差也就持平;理由是学校浪费了很多时间,在哪学差别不大。但我严重低估了原以为次要的因素,比如对技术的熟悉度、数字鸿沟,甚至只是有没有一个安静私密的空间能专注。数据本身说明问题,这已经是一场灾难。

    qsort查看英文原文

    This is something I did a complete 180 about. I used to think closing schools wouldn't hurt anybody and that performance would at worst remain stationary. My reasoning was that so much time is wasted at school that it doesn't really make a difference where the learning happens, but I severely underestimated effects I thought were second-order like the familiarity with technology, the digital divide, or even just having access to a quiet, private space where one can focus. The data really speaks for itself, it's been a disaster.

    亲历教师亲历显示远程学习按阶层分化,贫困家庭孩子失联;但完全开放学校也因教师感染不可行。

    我有几个中小学教师朋友,这印证了他们的说法:家长对疫情的反应按阶层明显分化。有全职在家的家庭受影响最小;但许多较贫困家庭的孩子在隔离期完全消失。问题严重到老师每天下午安排时间,给没登录远程课堂的孩子家长打电话(学校提供电脑和蜂窝网络)。即使联系上,家长也常表示不在乎孩子缺课,因为不信远程教学。作为家长,这种冷漠难以置信,但它是真的。不过学校一直全开也不可行:孩子可能不如成人易感,但二三十人关在室内病毒会传播;本地学区尽量保持开放,但教师生病(有的多次)或辞职,很快缺教师。

    PragmaticPulp查看英文原文

    > First, we review research showing that social class is associated with unequal access to digital tools, unequal familiarity with digital skills and unequal uses of such tools for learning purposes I have several friends who are elementary and middle school teachers. This echoes what they’ve been saying: The pandemic response among parents has been starkly divided across class lines. Families with stay-at-home parents are, obviously, the least impacted. However, many of their children from less well-off households simply disappear completely during quarantine periods. The problem is so bad that they have scheduled time each afternoon to try to call all of the parents whose children didn’t log on to the remote learning session (with their school-provided computers with school-provided cellular connections). If they can reach the parents at all they often indicate they don’t even care that their kids were absent because they don’t believe in the distance learning. The indifference is mind-boggling as a parent, but it’s real. That said, leaving schools fully opened at all times wasn’t really a viable option. Kids may not be as vulnerable to COVID as adults, but put 20-30 of them in enclosed rooms and the virus will spread. Local school districts here tried to stay open as long as possible but they quickly ran into a lack of teachers as the teachers became ill (multiple times in several cases) or simply quit because they couldn’t risk it for themselves or their families at home.

    补充批评疫情政策双标和只关注新冠,忽视青少年健康等长期副作用。

    去年晚些时候,我在 HN 根据轶事观察评论过这种明显变化。仅看政客自己不遵守指南、把自家孩子送私教却封锁别人,就该让人醒悟。我收到很多负面评论,说我主张让孩子和老人冒险等。好像大家完全忘了其他副作用,只盯着新冠。上周 CDC 显示疫情期间青少年肥胖率翻倍。这些决定会有长期后果,却被压制讨论。

    busymom0查看英文原文

    I commented about this easily and obviously noticeable change based on anecdotal observations on HN late last year. Even simply observations of politicians getting away with not practicing their own guidelines and sending their own kids to private tutors while locking down everyone else should have woken up people. I got a lot of negative comments ranging from how I was advocating for putting kids and their elderly parents at risk and what not. It’s like everyone has completely forgotten about all the other side effects and have tunnel vision of covid only. Last week, CDC came out showing how the obesity rates in youth has doubled during the pandemic. All these decisions will have long term consequences which people get silenced over.

    补充安静的学习空间是稀缺资源,贫困环境嘈杂,凸显学习环境不平等。

    基本上,有益的环境绝非理所当然。安静是被低估的奢侈品(也是公共图书馆被低估的一面);说真的,贫穷很吵。

    tbihl查看英文原文

    Basically, beneficial environments are anything but guaranteed. Plus, quiet is an underappreciated luxury good (and an underappreciated aspect of public libraries); seriously, poverty is so loud.

    历次讨论

    同领域还值得读

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      The Rate of Return on Everything, 1870–2015

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      经济与社会科学2019 · 487 分 · 260 评进阶 · 约 100 分钟编辑精选
    2. 一切资产的回报率,1870–2015

      The Rate of Return on Everything, 1870–2015

      构建了 1870–2015 年 16 个国家的长周期资产回报数据集,覆盖股票、住房、政府债券和短期票据,系统比较各类资产的真实回报与波动性。

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    3. 一切资产的回报率,1870–2015(2019)

      The Rate of Return on Everything, 1870–2015 (2019)

      这篇发表于《经济学季刊》的论文构建了 1870–2015 年间 16 个主要发达国家的股票、债券、房地产等资产收益率的长周期数据库。

      经济与社会科学2024 · 190 分 · 148 评进阶 · 约 80 分钟编辑精选
    4. 想法是否越来越难找?

      Are ideas getting harder to find?

      探讨“想法是否越来越难找到”:通过衡量多个领域的“研究生产率”,发现维持相同的增长需要投入指数级增长的研究资源,即研究效率在持续下降。

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      The Economic Limits of Bitcoin and the Blockchain

      芝加哥大学 Eric Budish 的论文从经济学角度分析比特币与区块链的根本限制:核心论点是只要攻击网络(双花或砸盘做空)的收益超过挖矿成本,51% 算力攻击就有利可图,而挖矿…

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