From 95c8cdfe57f177e84e91e09177d36eb101e8ba90 Mon Sep 17 00:00:00 2001 From: zhulinsen Date: Fri, 28 Aug 2026 09:50:48 +0800 Subject: [PATCH] docs: link arXiv paper and add citation metadata --- CITATION.cff | 21 +++++++++++++++++++++ README.md | 1 + docs/CHANGELOG.md | 1 + docs/README_CHT.md | 1 + docs/README_EN.md | 1 + 5 files changed, 25 insertions(+) create mode 100644 CITATION.cff diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 000000000..beb5e67f9 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,21 @@ +cff-version: 1.2.0 +message: "If you use DSA in research, please cite the paper below." +title: "Daily Stock Analysis (DSA)" +type: software +authors: + - family-names: "Zhu" + given-names: "Linsen" +repository-code: "https://github.com/ZhuLinsen/daily_stock_analysis" +url: "https://github.com/ZhuLinsen/daily_stock_analysis" +license: MIT +preferred-citation: + type: article + authors: + - family-names: "Zhu" + given-names: "Linsen" + - family-names: "Shi" + given-names: "Yi" + title: "DSA: Evidence-Aware LLM-Agent Orchestration for Multi-Market Stock Research" + journal: "arXiv" + year: 2026 + url: "https://arxiv.org/abs/2608.26990" diff --git a/README.md b/README.md index 6e2102323..459ca06ac 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ # 📈 股票智能分析系统 [![GitHub stars](https://img.shields.io/github/stars/ZhuLinsen/daily_stock_analysis?style=social)](https://github.com/ZhuLinsen/daily_stock_analysis/stargazers) +[![arXiv](https://img.shields.io/badge/arXiv-2608.26990-b31b1b.svg)](https://arxiv.org/abs/2608.26990) [![CI](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml/badge.svg)](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/) diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md index 60cd724d6..27660d4d9 100644 --- a/docs/CHANGELOG.md +++ b/docs/CHANGELOG.md @@ -9,6 +9,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/). ## [Unreleased] +- [文档] 在中英繁 README 顶部关联 DSA arXiv 论文，并新增 `CITATION.cff` 统一项目引用信息。 - [改进] PR CI 增加文档路径检测：仅修改普通文档、非治理 Markdown 或 LICENSE 时跳过后端测试分片、Docker、Web 与桌面打包，保留轻量治理和门禁汇总；契约文档、静态 API 规格与测试 fixture 仍执行后端回归。 - [修复] Linux/Docker 分享图补齐 Noto CJK 字体与中韩文字体栈，避免 PNG 只显示数字和英文、中文或韩文内容消失。 - [新功能] Web Chat 意图识别层新增分词模块：`web_intent_tokenizer` 六步管道（多股票全名实体扫描 → 标点/空白切分 → 代码形提取 → 市场关键词 → 无歧义关键词 → 残存 gap 多策略 DFS 匹配）把用户消息切分为携带语义标签的 Token 序列；配套 `web_intent_types` 数据字典（Token 结构、Market 枚举、21 个语义 tag、clean/extend 双词池与正则机器）。核心原则"宁可不做，不可做错"：Step 1~5 只做精确匹配，Step 6 要求整段 TAG 全覆盖（交叉验证）才产出，未覆盖片段保持空 tag 交下游 LLM 兜底；代码形 token 辨认为 `stock_code`（附 code/name/market 三元组）/ `wrong_{market}_code` / `unknown_{market}_code` 三态，token 层代码拼写统一 canonical 归一（a=6 位裸数字、hk=HK+5 位、us=大写 ticker）。意图枚举与意图识别结果随后续 `web_intent_resolver` PR 引入。新增 183 个分词单元测试。 diff --git a/docs/README_CHT.md b/docs/README_CHT.md index d908e18d1..936583070 100644 --- a/docs/README_CHT.md +++ b/docs/README_CHT.md @@ -3,6 +3,7 @@ # 股票智能分析系統 [![GitHub stars](https://img.shields.io/github/stars/ZhuLinsen/daily_stock_analysis?style=social)](https://github.com/ZhuLinsen/daily_stock_analysis/stargazers) +[![arXiv](https://img.shields.io/badge/arXiv-2608.26990-b31b1b.svg)](https://arxiv.org/abs/2608.26990) [![CI](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml/badge.svg)](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/) diff --git a/docs/README_EN.md b/docs/README_EN.md index b9bb23b0f..623df4043 100644 --- a/docs/README_EN.md +++ b/docs/README_EN.md @@ -3,6 +3,7 @@ # AI Stock Analysis System [![GitHub stars](https://img.shields.io/github/stars/ZhuLinsen/daily_stock_analysis?style=social)](https://github.com/ZhuLinsen/daily_stock_analysis/stargazers) +[![arXiv](https://img.shields.io/badge/arXiv-2608.26990-b31b1b.svg)](https://arxiv.org/abs/2608.26990) [![CI](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml/badge.svg)](https://github.com/ZhuLinsen/daily_stock_analysis/actions/workflows/ci.yml) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)