**Read in Parallel, Reason in Depth for Long-Context LLM Agents** > Kun Li, Zex

**Read in Parallel, Reason in Depth for Long-Context LLM Agents**

> Kun Li, Zexuan Qiu and Tianhua Zhang with Irwin King and Helen Meng at the Chinese University of Hong Kong present PARSER, which gives every document chunk its Agents · Memory PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents Kun Li, Zexuan Qiu, Tianhua Zhang, Irwin King, Helen Meng Chat with Paper First page The curator’s take Kun Li, Zexuan Qiu and Tianhua Zhang with Irwin King and Helen Meng at...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：论文
- **发布时间**：2026-09-11 04:09（北京时间）
- **原文**：[打开原文](https://academy.dair.ai/papers/parser-read-in-parallel-reason-in-depth-for-long-context-llm-agents-2609.06702)