大模型会听指令还是学案例？论文揭示LLMs在指令服从与上下文归纳之间的行为冲突，揭秘“说一套做一套”的根源。
arXiv:2605.20382v1 Announce Type: new Abstract: Language models are trained to follow instructions, but they are also powerful pattern completers. Wha…
TabH2O统一了表格数据的分类与回归，单模型单次前向传播，基于上下文学习高效预测。
arXiv:2605.18383v1 Announce Type: new Abstract: We present TabH2O, a foundation model for tabular data that performs classification and regression in …
Robin Sloan解读M.F.K. Fisher的写作魔力，用“声音”唤醒小说的灵魂，文学爱好者的灵感之泉。
Robin Sloan on his novel Sourdough and the author M.F.K Fischer for FSG : And for me, voice is the thing. In a novel, I will forgive any flaw, overloo…
提出ACIL方法，自动化链式思维推理与上下文学习结合，提升LLM多步推理能力。
arXiv:2605.17088v1 Announce Type: new Abstract: Recent advances in large language models (LLMs) have shown that Chain-of-Thought (CoT) reasoning can s…
David Foster Wallace笔下2000年麦凯恩竞选之旅，深刻揭示政治谎言如何让人麻木与疏离。
David Foster Wallace wrote a wonderful piece on the campaign trail of John McCain back in 2000. He describes the way that we’ve been hurt by politics …
卡尔维诺论“快”与迂回：文学之美不在直线，而在变幻的藏身处
In Six Memos for the Next Millennium Italo Calvino outlines all of the attributes and properties of great writing that he believed ought to thrive int…
106本小说16种语言，130k段落揭示大模型文学翻译流畅性与忠实度间的微妙平衡
arXiv:2605.15282v1 Announce Type: new Abstract: Literary translation requires balancing target-language fluency with faithfulness to the source. Recen…
探讨阅读如何满足对他人秘密的好奇，以及故事中隐秘邂逅的魅力
Reading is designed to alleviate our curiosity. We all want to know what’s in our neighbors’ pockets, how they style their hair, how much time they sp…
索福克勒斯失传剧本仅存一句关于爱的绝美描述，如冬日孩童手中的冰，读来令人心颤。
Alberto Manguel in The Library at Night : One of the lost plays of Sophocles is The Loves of Achilles , copies of which must have perished one after a…
透过一幅画理解叙事媒介的独特性，Philip Pullman对两种画作的精妙区分引人深思。
Daemon Voices is a collection of essays about storytelling by Philip Pullman and there’s this one bit I can’t stop thinking about. It’s where Philip a…