专为AI代理设计的Unix coreutils替代品，输出XML或JSON格式，让命令行工具无缝对接智能体工作流
Article URL: https://github.com/synseqack/aict Comments URL: https://news.ycombinator.com/item?id=48920681 Points: 2 # Comments: 0
如何从非结构化数据中发现因果？本文提出利用领域知识增强因果发现的新方法，突破传统局限。
arXiv:2607.09348v1 Announce Type: new Abstract: Causal discovery from unstructured data is a challenging yet underexplored task in high-expertise doma…
一个检测AI代理实际理解你网站到何种程度的工具，帮你填补声明与真实数据间的鸿沟。
There's a gap between what a website says about itself and what an AI agent can actually verify from its structured data. I got curious about this aft…
将任意数据转化为事件中心图，通过四阶段管道精准捕捉实体关系，轻松回答多步复杂问题。
Article URL: https://github.com/Lumen-Labs/brainapi2 Comments URL: https://news.ycombinator.com/item?id=48676665 Points: 2 # Comments: 0
用结构先验强化大模型处理表格数据预测，一项提升LLM表格推理能力的创新方法。
arXiv:2510.17385v5 Announce Type: replace-cross Abstract: Tabular prediction has long been dominated by gradient-boosted decision trees and specialize…
把简历解析器变成通用文档转JSON API，一步定义 schema，API 上传、webhook 接收结构化数据，欧洲 GDPR 合规。
Article URL: https://tracore.io/en/ Comments URL: https://news.ycombinator.com/item?id=48551491 Points: 1 # Comments: 0
揭秘大模型在结构化数据上的“卡壳”瞬间：类别先验锁定如何让上下文学习失效
arXiv:2606.11961v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used as conditional generators for structured data, re…
从网页一键提取数据到结构化JSON，无需写爬虫，高效搞定数据采集。
Extract web data into structured JSON, no scraper required. Discussion | Link
为印度农民政府计划打造的三语（英-印地-马拉地）结构化数据集，助力农业政策分析与NLP研究。
arXiv:2606.08272v1 Announce Type: new Abstract: AgriGov is a curated, trilingual (English-Hindi-Marathi) dataset designed to address the scarcity of d…
正则表达式搞不定的脏数据，让LLM来当爬虫神器，2-3个示例就能搞定HTML到JSON的提取！
I’ve been doing web scraping for years. For most projects, I lean on BeautifulSoup, cssselect, and a handful of regex patterns. You know the drill: in…
首个专门评估LLM从文档提取结构化表格的合成基准，揭示现有模型在精确表格生成上的不足。
arXiv:2602.13812v3 Announce Type: replace-cross Abstract: Document-to-table (Doc2Table) extraction derives structured tables from unstructured documen…
你的网站在ChatGPT推荐中隐身了吗？调查显示80%的SaaS站点毫无存在感，一个叫Agentable的工具正在帮你自查。
AI agents like ChatGPT now do 50M+ product recommendations per day. I've been scanning SaaS sites to see if they show up when users ask AI for tool re…
传统SQL无法查询非结构化文本，这篇论文提出专为Agent轨迹、聊天日志等数据打造的查询引擎。
arXiv:2605.27785v1 Announce Type: new Abstract: The fastest-growing data in production today is unstructured text: agent traces, chat logs, reasoning …
知识图谱作为关键数据层，补齐LLM在工业资产管理中的结构化短板，实现更可靠的操作决策。
arXiv:2605.26874v1 Announce Type: cross Abstract: LLM-based agents for industrial asset operations show limited accuracy when reasoning over flat docu…
Firecrawl入驻Vercel Marketplace，开发者无需管理爬虫基础设施即可让AI应用获取结构化网页数据
Firecrawl is now available on the Vercel Marketplace , allowing Vercel teams to power AI agents and applications with structured web data without mana…
中小企业数据沉睡如何被AI唤醒？避免在AI筛选网中隐身，激活数据商业价值
当AI开始帮投资机构“面试”企业、帮合作伙伴“背调”公司时，你的数据还在沉睡吗？艾迪普用22年经验告诉我们：AI时代的第一场战役，是数据治理战。 现在投资方、银行甚至客户都在用AI智能体“打听”你的企业——如果你的数据没有被主动整理、标注、推向市场，就等于在AI的“筛选网”里隐身。艾迪普推出元典大模…
新基准FinTagging评估大模型从金融报告提取结构化数字信息的能力，直击XBRL映射成本高、易出错的痛点。
arXiv:2505.20650v5 Announce Type: replace Abstract: Accurate interpretation of numerical data in financial reports is critical for markets and regulat…