---
id: 20260804-T0-03
title: "ThinkReset：可学习中间接口，解决长思维链推理上下文溢出"
title_en: "ThinkReset: Learnable Interfaces Solve Context Overflow in Long Reasoning"
url: https://ai.daily.yangsir.net/daily/20260804-T0-03
issue_date: 2026-08-04
publish_date: 2026-08-03T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2607.28642
---

# ThinkReset：可学习中间接口，解决长思维链推理上下文溢出

arXiv 新论文提出 ThinkReset，一种解决受限上下文窗口下长思维链推理问题的新方法。该方法通过构建可学习的中间接口（而非简单的截断或压缩），重置上下文状态，有效缓解冗余累积、上下文溢出和错误锚定问题，从而提升模型在复杂长程任务上的推理能力。

## English Version

**ThinkReset: Learnable Interfaces Solve Context Overflow in Long Reasoning**

A new arXiv paper presents ThinkReset, a method to address long chain-of-thought reasoning under bounded context windows. By constructing learnable intermediate interfaces rather than simple truncation or compression, it resets context states, mitigating redundancy accumulation, context overflow, and error anchoring, thereby improving reasoning on complex long-horizon tasks.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2607.28642)

**详情页**：https://ai.daily.yangsir.net/daily/20260804-T0-03

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