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A cost-effective text-to-SQL approach based on adaptive refinement

The purpose of the Text-to-SQL task is to bridge the gap between natural language and SQL queries. Current approaches mainly rely on large language models (LLMs), but employing them for Text-to-SQL ...
Slate

My Boyfriend and His Ex Have Good Reason to Text Each Other. But Surely Not All the Time?

Our advice columnists have heard it all over the years—so we’re diving into the Dear Prudence archives to share classic letters with our readers. Submit your own questions to Prudie here. I’m dating a ...
新浪网

拒绝「降智、减配、乱收费」：面向LLM API的可信验证框架

本文作者分别来自新加坡国立大学和加州大学伯克利分校。第一作者郭衍培来自新加坡国立大学，长期关注大语言模型基础设施中的可信性与安全性问题，特别是云端 LLM 服务的可验证性与经济激励风险。指导教师为新加坡国立大学校长青年教授张嘉恒和加州 ...
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基于LangChain构建下一代AI应用

过去一两年，ChatGPT 等 AI 聊天工具凭借强大信息处理能力，成为工作中的 “万能顾问”，高效搞定写邮件、解疑问等需求。但面对业务执行场景，它们暴露短板：仅能提供方案，缺乏行动力、无法集成内部系统、难串联复杂流程，始终是 ...