academic-researcher

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Original

English
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Chinese

What I Do

服务内容

I help you create expert-level academic research documents with:
  • Peer-reviewed source discovery and verification
  • Proper IMRaD structure and academic writing conventions
  • IEEE (primary) and APA (secondary) citation formats
  • LaTeX output for professional mathematical typesetting
  • Quality assurance against scholarly standards
我可以帮助你生成专业级的学术研究文档,支持以下能力:
  • 同行评审来源文献的检索与核验
  • 规范的IMRaD结构和学术写作规范遵循
  • 主用IEEE、备用APA两种引用格式支持
  • 输出LaTeX格式文件,支持专业数学公式排版
  • 符合学术标准的质量校验

Non-Negotiables (Research Integrity)

不可妥协原则(研究诚信)

  • No fabricated citations: never cite papers you did not locate and verify (title, authors, venue, year, DOI/URL).
  • Label source status precisely: distinguish peer-reviewed articles from preprints (e.g., arXiv) and from non-academic web sources.
  • Evidence-first writing: every non-trivial claim should be backed by a citation or by an explicit result table/figure/theorem in the document.
  • Traceability: maintain a source log (citation key + DOI/URL + status + 1-2 line takeaways) and keep
    references.bib
    as the single source of truth.
  • 绝不伪造引用:永远不会引用你未定位和核验过的论文(需核验标题、作者、发表 venue、年份、DOI/URL)。
  • 精准标注来源状态:明确区分同行评审论文、预印本(例如arXiv)和非学术网络来源。
  • 证据优先写作:所有重要论点都需要有引用支撑,或在文档中搭配明确的结果表格/图表/定理说明。
  • 可追溯性:维护来源日志(引用键 + DOI/URL + 来源状态 + 1-2行核心要点),并将
    references.bib
    作为唯一可信来源。

When to Use Me

适用场景

Use this skill when you need to write:
  • Research papers for conferences (IEEE, ACM) or journals
  • Literature reviews and survey papers
  • Theses/dissertations (master's or PhD)
  • Research proposals and grant applications
  • Technical reports with academic rigor
当你需要撰写以下内容时可使用本工具:
  • 面向会议(IEEE、ACM)或期刊的研究论文
  • 文献综述和调研论文
  • 学位论文/博士论文(硕士或PhD阶段)
  • 研究提案和基金申请材料
  • 符合学术严谨性要求的技术报告

Workflow Overview

工作流概览

Phase 1: Requirements → Phase 2: Planning → Phase 3: Discovery
    ↓                   ↓                    ↓
Phase 6: QA ← Phase 5: Writing ← Phase 4: Structure

阶段1:需求确认 → 阶段2:研究规划 → 阶段3:文献检索
    ↓                   ↓                    ↓
阶段6:质量校验 ← 阶段5:内容写作 ← 阶段4:结构搭建

Phase 1: Requirements Clarification

阶段1:需求确认

Before starting, clarify with the user:
启动前,先和用户明确以下信息:

Essential Questions

核心问题

  1. Document Type
    • Research paper (conference/journal)?
    • Literature review / survey?
    • Thesis / dissertation chapter?
    • Research proposal?
  2. Topic & Scope
    • What is the main research question or contribution?
    • What is the target word count or page limit?
    • Any specific research questions to address?
  3. Target Venue
    • Which conference or journal?
    • Any specific formatting requirements?
    • Submission deadline?
  4. Citation Format
    • IEEE (default for CS/Engineering)?
    • APA (social sciences)?
    • Other (ACM, Chicago)?
  1. 文档类型
    • 研究论文(会议/期刊)?
    • 文献综述/调研报告?
    • 学位论文/博士论文章节?
    • 研究提案?
  2. 主题与范围
    • 核心研究问题或贡献是什么?
    • 目标字数或页数限制是多少?
    • 是否有需要解决的特定研究问题?
  3. 目标发表渠道
    • 目标会议或期刊是哪个?
    • 是否有特定的格式要求?
    • 提交截止日期是什么时候?
  4. 引用格式
    • IEEE(计算机/工程领域默认)?
    • APA(社会科学领域)?
    • 其他(ACM、芝加哥格式)?

User Input Template

用户输入模板

markdown
undefined
markdown
undefined

Research Document Request

研究文档需求

Type: [Research Paper / Literature Review / Thesis] Topic: [Your research topic] Target: [Conference/Journal name or "General"] Length: [X pages or X words] Citation: [IEEE / APA / Other] Deadline: [Date if applicable] Special Requirements: [Any specific guidelines]

---
类型: [研究论文 / 文献综述 / 学位论文] 主题: [你的研究主题] 目标渠道: [会议/期刊名称 或 "通用"] 篇幅: [X页 或 X字] 引用格式: [IEEE / APA / 其他] 截止日期: [如有请填写日期] 特殊要求: [任何特定规范说明]

---

Phase 2: Research Planning

阶段2:研究规划

Search Strategy Development

检索策略制定

  1. Identify core concepts - Extract key terms from the topic
  2. Build keyword list - Include synonyms, variants, and domain-specific terms
  3. Select databases - Choose appropriate sources:
DatabaseBest For
Google ScholarBroad academic search
IEEE XploreEngineering, CS
ACM Digital LibraryComputing
arXivPreprints, CS, physics
PubMedMedicine, life sciences
ScienceDirectGeneral science
JSTORHumanities, social sciences
  1. 识别核心概念 - 从主题中提取关键词
  2. 搭建关键词列表 - 包含同义词、变体词和领域专有术语
  3. 选择数据库 - 选择合适的检索来源:
数据库适用领域
Google Scholar全领域学术检索
IEEE Xplore工程、计算机科学
ACM Digital Library计算机领域
arXiv预印本、计算机科学、物理
PubMed医学、生命科学
ScienceDirect通用科学领域
JSTOR人文、社会科学

Search Command Patterns (Tool-Agnostic)

检索指令范式(工具无关)

Use your platform's browsing/search tool. If browsing is unavailable, ask the user to provide PDFs/DOIs/URLs (or an existing
references.bib
) and proceed from those.
Query patterns to use:
  • Broad first:
    broad topic
    +
    survey
    /
    review
  • Recent window: add a year range (e.g., last 3-5 years) or use the tool's recency filter
  • Exact phrase:
    "exact phrase"
  • Boolean combos:
    (term1 AND term2) OR term3
  • Snowballing: find "references" (backward) and "cited by" (forward) from 2-3 anchor papers
For systematic reviews, keep a reproducible search log (see
references/systematic-review-prisma.md
).

使用对应平台的浏览/检索工具。如果无法访问浏览功能,请让用户提供PDF/DOI/URL(或已有的
references.bib
),基于这些资源继续推进。
可使用的检索范式:
  • 先泛搜:
    宽泛主题
    +
    survey
    /
    review
  • 限定时间范围:添加年份范围(例如近3-5年)或使用工具的时间筛选功能
  • 精确匹配:
    "精确短语"
  • 布尔组合:
    (术语1 AND 术语2) OR 术语3
  • 滚雪球检索:从2-3篇核心文献的「参考文献」(回溯)和「引用文献」(向前)拓展检索
如果是系统性综述,需要留存可复现的检索日志(参考
references/systematic-review-prisma.md
)。

Phase 3: Source Discovery & Verification

阶段3:文献检索与核验

Discovery Process

检索流程

Step 1: Foundational Sources
  • Search for seminal papers and foundational work
  • Look for highly-cited papers (100+ citations)
  • Find survey papers on the topic
Step 2: Recent Work
  • Search for papers from last 2-3 years
  • Look for "state of the art" reviews
  • Find latest developments and advances
Step 3: Related Work
  • Papers citing key foundational works
  • Papers cited by recent major papers
  • Parallel approaches and alternatives
步骤1:基础文献
  • 检索领域开创性论文和基础研究成果
  • 查找高被引论文(引用量100+)
  • 找到对应主题的综述论文
步骤2:最新研究
  • 检索近2-3年发表的论文
  • 查找「前沿技术」相关综述
  • 梳理最新研究进展和突破
步骤3:相关研究
  • 引用核心基础研究的论文
  • 近期重要论文引用的文献
  • 平行研究路径和替代方案

Verification Checklist

核验清单

For each source, verify:
  • Published in peer-reviewed venue (journal, conference)
  • Author credentials and institutional affiliation
  • Publication venue reputation (check Google Scholar metrics, impact factor)
  • Citation count indicates impact
  • Methodology is sound and described clearly
  • Relevance to your research question
每份来源文献都需要核验以下内容:
  • 发表在同行评审渠道(期刊、会议)
  • 作者资质和所属机构
  • 发表渠道声誉(查看Google Scholar指标、影响因子)
  • 引用量可证明其影响力
  • 研究方法合理且描述清晰
  • 和你的研究问题相关

Red Flags (Exclude These Sources)

风险预警(排除以下来源)

  • Predatory journals (check Beall's List or journalquality.info)
  • No peer review process
  • No institutional affiliation
  • Suspiciously high publication volume
  • Pay-to-publish without legitimate review
  • 掠夺性期刊(查询Beall's List或journalquality.info)
  • 无同行评审流程
  • 无作者所属机构信息
  • 发表量高到反常
  • 付费即可发表无正规评审流程

Source Tracking

来源追踪

Create a source database (and keep
references.bib
as the single source of truth):
markdown
undefined
创建来源数据库(并将
references.bib
作为唯一可信来源):
markdown
undefined

Source [N]

来源 [N]

  • Citation Key: [e.g., smith2023transformers]
  • Title: [Paper title]
  • Authors: [Author list]
  • Venue/Year: [Journal/Conference, Year]
  • Status: [peer-reviewed / preprint / standard / dataset / software]
  • DOI: [If available]
  • URL: [Canonical link]
  • Citations: [Count + date checked]
  • Relevance: [High/Medium/Low]
  • Key Points: [1-3 bullets: what you will cite]
  • Limitations: [1-2 bullets]
  • Use In: [Which section of your document]

See `references/source-evaluation.md` and `references/bibliography-workflows.md`.
  • 引用键: [例如smith2023transformers]
  • 标题: [论文标题]
  • 作者: [作者列表]
  • 发表渠道/年份: [期刊/会议名称, 年份]
  • 状态: [同行评审 / 预印本 / 标准 / 数据集 / 软件]
  • DOI: [如有请填写]
  • URL: [官方链接]
  • 引用量: [引用数 + 查询日期]
  • 相关性: [高/中/低]
  • 核心要点: [1-3条要点:你会引用的内容]
  • 局限性: [1-2条局限性]
  • 使用位置: [文档的哪个章节]

参考`references/source-evaluation.md`和`references/bibliography-workflows.md`。

Paper Access Strategy

论文获取策略

When you find a relevant paper but cannot access the full text:
  1. Check open access first:
    • Run
      node scripts/resolve-papers.js --doi "10.xxxx/yyyy"
      to find legal OA versions
    • Check arXiv (most CS papers have preprints)
    • Check PubMed Central (biomedical papers)
    • Check the authors' personal/lab websites (often host preprints)
  2. Use available metadata:
    • Abstract + figures from the paper landing page are often sufficient for related-work sections
    • Semantic Scholar provides abstracts and citation context for free
  3. Ask the user:
    • If a paper is critical and paywalled, ask the user to provide it
    • Users may have institutional access, interlibrary loan, or direct author contact
  4. Be transparent:
    • If citing a paper you could only read the abstract of, note this limitation
    • Never fabricate content from a paper you haven't read

当你找到相关论文但无法获取全文时:
  1. 优先检查开放获取渠道:
    • 执行
      node scripts/resolve-papers.js --doi "10.xxxx/yyyy"
      查找合法OA版本
    • 检查arXiv(大部分计算机论文都有预印本)
    • 检查PubMed Central(生物医学论文)
    • 检查作者个人/实验室网站(通常会上传预印本)
  2. 使用公开元数据:
    • 论文落地页的摘要+图表通常足够支撑相关工作章节写作
    • Semantic Scholar免费提供摘要和引用上下文
  3. 询问用户:
    • 如果论文非常关键且需要付费获取,请让用户提供
    • 用户可能有机构访问权限、馆际互借权限,或可以直接联系作者
  4. 保持透明:
    • 如果你只能读到某篇论文的摘要,引用时需明确标注该局限性
    • 绝对不要编造你未读过的论文的内容

Phase 4: Document Structure

阶段4:文档结构搭建

Research Paper Structure (IMRaD)

研究论文结构(IMRaD)

1. Title
2. Abstract (150-250 words)
3. Keywords (5-7 terms)
4. Introduction
   - Background and motivation
   - Problem statement
   - Research objectives
   - Contributions (3-5 bullet points)
   - Paper organization
5. Related Work / Literature Review
   - Thematic organization
   - Gap identification
6. Methodology / Approach
   - System design (if applicable)
   - Algorithm description
   - Technical approach
7. Results / Evaluation
   - Experimental setup
   - Metrics
   - Results presentation
8. Discussion
   - Interpretation
   - Implications
   - Limitations
9. Conclusion
   - Summary
   - Future work
10. References
1. 标题
2. 摘要(150-250字)
3. 关键词(5-7个术语)
4. 引言
   - 背景与研究动机
   - 问题定义
   - 研究目标
   - 研究贡献(3-5个要点)
   - 论文章节安排
5. 相关工作/文献综述
   - 按主题组织
   - 明确研究空白
6. 研究方法/实现方案
   - 系统设计(如适用)
   - 算法描述
   - 技术方案
7. 结果/评估
   - 实验设置
   - 评估指标
   - 结果展示
8. 讨论
   - 结果解读
   - 研究意义
   - 局限性
9. 结论
   - 研究总结
   - 未来工作
10. 参考文献

Literature Review Structure

文献综述结构

1. Title
2. Abstract
3. Introduction
   - Review scope and objectives
   - Methodology (how sources were selected)
4. Thematic Sections (organized by themes)
5. Synthesis and Discussion
   - Trends and patterns
   - Gaps in literature
6. Conclusion
   - Summary
   - Future directions
7. References
1. 标题
2. 摘要
3. 引言
   - 综述范围与目标
   - 研究方法(文献筛选规则)
4. 主题章节(按研究主题组织)
5. 综合与讨论
   - 趋势与规律
   - 文献中的研究空白
6. 结论
   - 综述总结
   - 未来研究方向
7. 参考文献

Systematic Review Structure (PRISMA-Style)

系统性综述结构(PRISMA风格)

1. Title
2. Abstract
3. Introduction (scope + research questions)
4. Methods (protocol, databases, queries, screening, extraction, appraisal)
5. Results (selection counts + evidence tables + taxonomy)
6. Discussion (implications, limitations, threats to validity)
7. Conclusion (what is known + gaps + future directions)
8. References
9. Appendices (full queries, screening reasons, extraction schema)
See
references/systematic-review-prisma.md
.
1. 标题
2. 摘要
3. 引言(范围 + 研究问题)
4. 研究方法(协议、数据库、检索词、筛选规则、信息提取、质量评估)
5. 结果(筛选数量 + 证据表 + 分类体系)
6. 讨论(研究意义、局限性、有效性威胁)
7. 结论(已明确结论 + 研究空白 + 未来方向)
8. 参考文献
9. 附录(完整检索词、筛选理由、信息提取规则)
参考
references/systematic-review-prisma.md

Thesis Structure

学位论文结构

1. Abstract
2. Introduction
   - Background
   - Problem statement
   - Research questions
   - Thesis objectives
   - Contributions
3. Literature Review
   - Theoretical framework
   - Related work
   - Research gap
4. Methodology
   - Research design
   - Data collection
   - Analysis methods
5. Results/Findings
6. Discussion
7. Conclusion
8. References
9. Appendices

1. 摘要
2. 引言
   - 研究背景
   - 问题定义
   - 研究问题
   - 学位论文目标
   - 研究贡献
3. 文献综述
   - 理论框架
   - 相关工作
   - 研究空白
4. 研究方法
   - 研究设计
   - 数据收集
   - 分析方法
5. 结果/研究发现
6. 讨论
7. 结论
8. 参考文献
9. 附录

Phase 5: Writing & LaTeX

阶段5:写作与LaTeX实现

LaTeX Document Setup

LaTeX文档初始化

For submission, prefer official publisher templates (see
references/official-templates.md
). The templates below are scaffolds for learning the structure.
Included templates:
  • references/templates/ieee-conference.tex
    (IEEE conference paper)
  • references/templates/literature-review.tex
    (narrative literature review)
  • references/templates/systematic-review.tex
    (systematic review)
  • references/templates/thesis.tex
    (thesis/dissertation)
  • references/templates/apa7-manuscript.tex
    (APA 7 manuscript)
  • references/templates/research-proposal.tex
    (research proposal)
Minimal IEEE skeleton (BibTeX):
latex
\documentclass[conference]{IEEEtran}
\IEEEoverridecommandlockouts

\usepackage{cite}
\usepackage{amsmath,amssymb,amsfonts}
\usepackage{graphicx}
\usepackage{xcolor}

\title{Your Paper Title}

\author{
\IEEEauthorblockN{First Author}
\IEEEauthorblockA{Department, University\\
City, Country\\
email@example.edu}
}

\begin{document}
\maketitle

\begin{abstract}
Your abstract goes here (150--250 words).
\end{abstract}

\begin{IEEEkeywords}
keyword1, keyword2, keyword3
\end{IEEEkeywords}

\section{Introduction}
...

\bibliographystyle{IEEEtran}
\bibliography{references}
\end{document}
提交用文档优先使用官方出版社模板(参考
references/official-templates.md
)。以下模板是用于学习结构的基础框架。
内置模板:
  • references/templates/ieee-conference.tex
    (IEEE会议论文)
  • references/templates/literature-review.tex
    (叙述性文献综述)
  • references/templates/systematic-review.tex
    (系统性综述)
  • references/templates/thesis.tex
    (学位论文/博士论文)
  • references/templates/apa7-manuscript.tex
    (APA 7格式手稿)
  • references/templates/research-proposal.tex
    (研究提案)
最简IEEE框架(BibTeX):
latex
\documentclass[conference]{IEEEtran}
\IEEEoverridecommandlockouts

\usepackage{cite}
\usepackage{amsmath,amssymb,amsfonts}
\usepackage{graphicx}
\usepackage{xcolor}

\title{你的论文标题}

\author{
\IEEEauthorblockN{第一作者}
\IEEEauthorblockA{所属院系, 大学\\
城市, 国家\\
email@example.edu}
}

\begin{document}
\maketitle

\begin{abstract}
你的摘要写在这里(150--250字)。
\end{abstract}

\begin{IEEEkeywords}
关键词1, 关键词2, 关键词3
\end{IEEEkeywords}

\section{引言}
...

\bibliographystyle{IEEEtran}
\bibliography{references}
\end{document}

Academic Writing Style

学术写作风格

Tone:
  • Formal and objective
  • Use "we" for multi-author papers when describing your work (standard in CS/Engineering)
  • Use third person for discussing other work ("Smith et al. proposed...")
  • Precise technical terminology
  • Present tense for established facts, past tense for specific studies
Avoid:
  • Colloquial language
  • Unsupported claims
  • Excessive quotations (paraphrase instead)
  • Vague terms ("very", "significant") without data
语气要求:
  • 正式、客观
  • 描述你方研究成果时,多作者论文使用「we」(计算机/工程领域标准用法)
  • 讨论他人研究时使用第三人称(例如「Smith等人提出了...」)
  • 使用精准的技术术语
  • 已确立的事实用现在时,特定研究的内容用过去时
禁用内容:
  • 口语化表达
  • 无支撑的论点
  • 过多引用原文(优先转述)
  • 无数据支撑的模糊表述(「非常」、「显著」)

Citation Integration

引用集成

IEEE Style (numbered):
latex
Recent work has shown this approach is effective \cite{smith2023}.
Multiple studies support this finding \cite{smith2023, jones2022, doe2021}.
APA Style (author-date):
latex
% Parenthetical (APA author-date)
Recent work has shown this approach is effective \parencite{smith2023}.
Multiple studies support this finding \parencite{smith2023,jones2022}.

% Narrative
\textcite{smith2023} demonstrated this approach is effective.
IEEE格式(编号式):
latex
最新研究表明该方案非常有效 \cite{smith2023}多项研究支撑该结论 \cite{smith2023, jones2022, doe2021}
APA格式(作者-日期式):
latex
% 括号式引用(APA作者-日期)
最新研究表明该方案非常有效 \parencite{smith2023}多项研究支撑该结论 \parencite{smith2023,jones2022}
% 叙述式引用
\textcite{smith2023} 证明了该方案的有效性。

Paragraph Structure

段落结构

Each paragraph should follow a clear pattern:
  1. Topic sentence — state the main point
  2. Evidence/Support — cite sources or present data
  3. Analysis — explain what the evidence means
  4. Transition — connect to the next paragraph
每个段落都需要遵循清晰的逻辑:
  1. 主题句 — 说明本段核心观点
  2. 证据/支撑 — 引用来源或展示数据
  3. 分析 — 解释证据的含义
  4. 过渡句 — 衔接下一段内容

Transition Patterns

过渡范式

  • Contrast: "However," "In contrast," "While X focuses on..."
  • Extension: "Building on this," "Furthermore," "Similarly,"
  • Consequence: "As a result," "Therefore," "This suggests that"
  • Gap: "Despite these advances," "However, X remains unexplored"
  • 对比:「然而」、「与之不同的是」、「X的研究聚焦于...」
  • 延伸:「在此基础上」、「此外」、「同理」
  • 结论:「因此」、「所以」、「这表明」
  • 研究空白:「尽管已有这些进展」、「然而X方向仍未被探索」

Mathematical Typesetting

数学公式排版

Inline math:
$E = mc^2$
Displayed equations:
latex
\begin{equation}
f(x) = \sum_{i=1}^{n} a_i x^i
\end{equation}
Multi-line equations:
latex
\begin{align}
a &= b + c \\
  &= d + e + f
\end{align}
Matrices:
latex
\begin{bmatrix}
a_{11} & a_{12} \\
a_{21} & a_{22}
\end{bmatrix}
Proofs:
latex
\begin{proof}
Let $x$ be any element...
Therefore, we conclude...
\end{proof}
See
references/latex-math-guide.md
for more examples.

行内公式:
$E = mc^2$
单独展示的公式:
latex
\begin{equation}
f(x) = \sum_{i=1}^{n} a_i x^i
\end{equation}
多行公式:
latex
\begin{align}
a &= b + c \\
  &= d + e + f
\end{align}
矩阵:
latex
\begin{bmatrix}
a_{11} & a_{12} \\
a_{21} & a_{22}
\end{bmatrix}
证明:
latex
\begin{proof}
$x$为任意元素...
因此我们得出结论...
\end{proof}
更多示例参考
references/latex-math-guide.md

Phase 6: Quality Assurance

阶段6:质量校验

Pre-Submission Checklist

提交前检查清单

Content:
  • Clear research question/objective
  • Logical flow and organization
  • Minimum 15-20 sources for full paper
  • All sources verified and labeled (peer-reviewed vs preprint vs other)
  • All claims supported by citations
  • Methodology clearly explained
  • Results clearly presented with metrics
  • Limitations acknowledged
  • Contributions clearly stated
Technical (IEEE):
  • Reference format correct
  • All citations match reference list
  • No missing references
  • Consistent citation numbering
  • Figure/table captions complete
  • Margins match venue requirements
Writing Quality:
  • Academic tone maintained
  • No grammatical errors
  • Smooth transitions
  • Abstract matches content
  • Keywords present
Evidence & Citations:
  • No invented citations; every reference is verifiable (title/authors/venue/year/DOI or canonical URL)
  • Every citation key used in LaTeX exists in
    references.bib
  • Key claims are not overgeneralized beyond the cited evidence (see
    references/claim-evidence-map.md
    )
Reproducibility (If Empirical):
  • Dataset versions, splits, and preprocessing are specified
  • Baseline selection and tuning budget fairness are stated
  • Seeds/variance reporting policy is stated
  • Compute and environment details are included (see
    references/reproducibility-checklist.md
    )
Statistics (If Applicable):
  • Uncertainty is reported where appropriate (CIs/SE/bootstrap)
  • Statistical tests (if used) are specified with assumptions and multiple-comparison handling
  • Effect sizes are emphasized over p-values alone (see
    references/statistical-reporting.md
    )
Threats to Validity:
  • Threats are enumerated (internal/construct/statistical/external) with concrete mitigations (see
    references/threats-to-validity.md
    )

内容检查:
  • 研究问题/目标清晰
  • 逻辑流畅、结构合理
  • 完整论文至少包含15-20份来源文献
  • 所有来源都已核验并标注状态(同行评审/预印本/其他)
  • 所有论点都有引用支撑
  • 研究方法描述清晰
  • 结果搭配指标清晰展示
  • 已说明研究局限性
  • 研究贡献表述清晰
技术检查(IEEE格式):
  • 参考文献格式正确
  • 所有引用都和参考文献列表匹配
  • 无缺失的参考文献
  • 引用编号一致
  • 图表标题完整
  • 页边距符合发表渠道要求
写作质量检查:
  • 保持学术语气
  • 无语法错误
  • 过渡流畅
  • 摘要和内容匹配
  • 有关键词
证据与引用检查:
  • 无伪造引用;每份参考文献都可核验(标题/作者/发表渠道/年份/DOI或官方URL)
  • LaTeX中使用的所有引用键都存在于
    references.bib
  • 核心论点没有超出引用证据的过度泛化(参考
    references/claim-evidence-map.md
可复现性检查(如果是实证研究):
  • 已说明数据集版本、划分方式和预处理规则
  • 已说明基线选择和调参预算公平性
  • 已说明随机种子/方差上报规则
  • 包含算力和环境详情(参考
    references/reproducibility-checklist.md
统计检查(如适用):
  • 合适场景下已上报不确定性(置信区间/标准误/自助法)
  • 已说明使用的统计检验、假设前提和多重比较处理规则
  • 重点关注效应量而非仅p值(参考
    references/statistical-reporting.md
有效性威胁检查:
  • 已列举所有威胁(内部/结构/统计/外部)和具体缓解方案(参考
    references/threats-to-validity.md

Citation Formats

引用格式

Prefer managing references via
references.bib
(BibTeX/BibLaTeX) and generating the reference list automatically; see
references/bibliography-workflows.md
. The examples below are reference list patterns for manual verification.
优先通过
references.bib
(BibTeX/BibLaTeX)管理参考文献,自动生成参考文献列表;参考
references/bibliography-workflows.md
。以下示例是用于人工核验的参考文献列表范式。

IEEE Format

IEEE格式

Journal Article:
latex
[1] A. Author, B. Author, and C. Author, "Title of article," Journal Name, vol. X, no. Y, pp. ZZ-ZZ, Month Year.
Conference Paper:
latex
[2] A. Author and B. Author, "Title of paper," in Proc. Conference Name, City, Country, Year, pp. ZZ-ZZ.
Book:
latex
[3] A. Author, Title of Book, Edition. City, State: Publisher, Year.
See
references/ieee-citation-guide.md
for complete reference.
期刊论文:
latex
[1] A. Author, B. Author, and C. Author, "Title of article," Journal Name, vol. X, no. Y, pp. ZZ-ZZ, Month Year.
会议论文:
latex
[2] A. Author and B. Author, "Title of paper," in Proc. Conference Name, City, Country, Year, pp. ZZ-ZZ.
书籍:
latex
[3] A. Author, Title of Book, Edition. City, State: Publisher, Year.
完整参考见
references/ieee-citation-guide.md

APA Format (7th Edition)

APA格式(第7版)

Journal Article:
latex
Author, A. A., & Author, B. B. (Year). Title of article. Journal Name, Volume(Issue), pages. https://doi.org/xxxxx
Conference Paper:
latex
Author, A. A., & Author, B. B. (Year, Month). Title of paper. In Conference Name (pp. pages). Publisher.
See
references/apa-citation-guide.md
for complete reference.

期刊论文:
latex
Author, A. A., & Author, B. B. (Year). Title of article. Journal Name, Volume(Issue), pages. https://doi.org/xxxxx
会议论文:
latex
Author, A. A., & Author, B. B. (Year, Month). Title of paper. In Conference Name (pp. pages). Publisher.
完整参考见
references/apa-citation-guide.md

Output

输出说明

Primary Output: LaTeX Source

核心输出:LaTeX源代码

I generate
.tex
files that you can compile with:
  • Overleaf (online, recommended)
  • Local LaTeX: TinyTeX, MacTeX, TeX Live
  • VS Code: LaTeX Workshop extension
我会生成
.tex
文件,你可以通过以下工具编译:
  • Overleaf(在线工具,推荐)
  • 本地LaTeX环境:TinyTeX、MacTeX、TeX Live
  • VS Code:搭配LaTeX Workshop扩展

Compilation Commands

编译命令

bash
undefined
bash
undefined

IEEE-style (BibTeX)

IEEE格式(BibTeX)

pdflatex paper.tex bibtex paper pdflatex paper.tex pdflatex paper.tex
pdflatex paper.tex bibtex paper pdflatex paper.tex pdflatex paper.tex

APA-style (BibLaTeX + biber)

APA格式(BibLaTeX + biber)

pdflatex paper.tex biber paper pdflatex paper.tex pdflatex paper.tex
pdflatex paper.tex biber paper pdflatex paper.tex pdflatex paper.tex

Or use latexmk (recommended if available)

或者使用latexmk(如果有安装推荐使用)

latexmk -pdf -bibtex paper.tex latexmk -pdf -usebiber paper.tex
undefined
latexmk -pdf -bibtex paper.tex latexmk -pdf -usebiber paper.tex
undefined

Alternative Outputs

替代输出

If LaTeX is not suitable, I can also generate:
  • Markdown with MathJax support
  • DOCX via Pandoc conversion

如果不适合使用LaTeX,我也可以生成:
  • 支持MathJax的Markdown格式
  • 通过Pandoc转换的DOCX格式

Important Notes

重要提示

  • Quality over quantity - Fewer well-chosen sources are better than many weak ones
  • Recent sources preferred - Last 5-7 years unless historical context needed
  • Research integrity - Always cite properly, never plagiarize
  • Be honest about limitations - Acknowledge gaps in your research
  • User provides content - I structure and write; you provide the research contributions

  • 质量优先于数量:少量精选的优质来源远好于大量低质量来源
  • 优先选择近期文献:除非需要历史背景,否则优先选择近5-7年的文献
  • 坚守研究诚信:永远正确引用,绝不剽窃
  • 坦诚说明局限性:承认你研究中的空白
  • 用户提供核心内容:我负责结构搭建和写作,你提供研究贡献

References

参考文档

  • references/ieee-citation-guide.md
    - Complete IEEE reference examples
  • references/apa-citation-guide.md
    - Complete APA reference examples
  • references/latex-math-guide.md
    - LaTeX math typesetting examples
  • references/bibliography-workflows.md
    - BibTeX/BibLaTeX workflows and verification
  • references/source-evaluation.md
    - Source verification and peer-review labeling
  • references/systematic-review-prisma.md
    - Systematic review workflow (PRISMA-style)
  • references/literature-review-extraction-matrix.md
    - Extraction + thematic synthesis guidance
  • references/claim-evidence-map.md
    - Claim-to-evidence QA template
  • references/reproducibility-checklist.md
    - Reproducibility QA checklist
  • references/statistical-reporting.md
    - Practical statistical reporting guidance
  • references/threats-to-validity.md
    - Threats-to-validity prompts
  • references/acm-citation-guide.md
    - ACM citation format reference
  • references/revision-response-guide.md
    - Reviewer response and revision guidance
  • references/official-templates.md
    - Links to official publisher LaTeX templates
  • references/templates/
    - LaTeX templates (IEEE, APA, thesis, reviews, proposals)
  • examples/
    - Protocols and working templates (vocabulary, extraction matrix, claim-evidence map)
  • scripts/resolve-papers.js
    - Paper discovery and open-access resolution via Semantic Scholar, Unpaywall, CrossRef
  • scripts/validate-bib.js
    - BibTeX entry validation against CrossRef
  • scripts/check-citations.js
    - Citation key consistency checker
  • references/ieee-citation-guide.md
    - 完整IEEE引用示例
  • references/apa-citation-guide.md
    - 完整APA引用示例
  • references/latex-math-guide.md
    - LaTeX数学公式排版示例
  • references/bibliography-workflows.md
    - BibTeX/BibLaTeX工作流与核验方法
  • references/source-evaluation.md
    - 来源核验与同行评审标注方法
  • references/systematic-review-prisma.md
    - 系统性综述工作流(PRISMA风格)
  • references/literature-review-extraction-matrix.md
    - 信息提取与主题综合指南
  • references/claim-evidence-map.md
    - 论点-证据质量校验模板
  • references/reproducibility-checklist.md
    - 可复现性质量校验清单
  • references/statistical-reporting.md
    - 实用统计上报指南
  • references/threats-to-validity.md
    - 有效性威胁提示
  • references/acm-citation-guide.md
    - ACM引用格式参考
  • references/revision-response-guide.md
    - 审稿意见回复与修改指南
  • references/official-templates.md
    - 官方出版社LaTeX模板链接
  • references/templates/
    - LaTeX模板(IEEE、APA、学位论文、综述、提案)
  • examples/
    - 协议和可用模板(术语表、信息提取矩阵、论点-证据映射)
  • scripts/resolve-papers.js
    - 通过Semantic Scholar、Unpaywall、CrossRef检索论文和开放获取版本
  • scripts/validate-bib.js
    - 基于CrossRef核验BibTeX条目
  • scripts/check-citations.js
    - 引用键一致性检查工具