摘要生成训练数据集 Template

interface SummarizationExample {
  instruction: string;
  input: string;            // Source document text
  output: string;           // Target summary
  metadata: {
    source_type: "article" | "report" | "transcript" | "email_thread" | "legal_filing";
    source_word_count: number;
    summary_word_count: number;
    compression_ratio: number;   // source_words / summary_words
    summary_style: "executive" | "technical" | "bullet_points" | "abstract";
    key_topics: string[];
  };
}

[
  {
    "instruction": "Summarize the following meeting transcript, highlighting key decisions and action items.",
    "input": "QUARTERLY PRODUCT REVIEW - MARCH 2026\n\nAttendees: VP Engineering, Product Director, Design Lead, QA Manager\n\nProduct Director opened the meeting reviewing Q1 metrics. User engagement increased 23% quarter-over-quarter, driven primarily by the new dashboard redesign launched in February. Monthly active users reached 145,000, exceeding the Q1 target of 130,000. However, the mobile app retention rate dropped from 42% to 38%, which the team identified as a priority concern.\n\nVP Engineering presented the technical roadmap. The team completed 47 of 52 planned story points. The five incomplete items were deferred to Q2 due to an unexpected security patch that consumed two engineering weeks. The security vulnerability (CVE-2026-1847) was identified through the bug bounty program and patched within 48 hours of discovery.\n\nDesign Lead shared user research findings from 30 customer interviews. Three key themes emerged: users want better data export capabilities, the onboarding flow is confusing for non-technical users, and enterprise customers need SSO integration. The team agreed to prioritize SSO for Q2 based on three pending enterprise deals totaling $850K ARR that list SSO as a requirement.\n\nQA Manager reported that automated test coverage reached 78%, up from 71% in Q4. Two critical bugs were found in production during Q1, both related to timezone handling in scheduled reports. A dedicated testing sprint for timezone-related features was proposed for early Q2.\n\nDecisions made: (1) SSO integration prioritized for Q2 sprint 1-2, (2) Mobile retention improvement project approved with dedicated PM allocation, (3) Onboarding redesign to begin in Q2 sprint 3.\n\nAction items assigned: Engineering to scope SSO implementation by March 22, Design to create onboarding improvement mockups by April 1, QA to plan timezone testing sprint, Product to draft mobile retention improvement brief.",
    "output": "Q1 Product Review Summary:\n\nKey Metrics: User engagement up 23% QoQ. MAU reached 145K (vs. 130K target). Mobile retention declined from 42% to 38%, flagged as priority concern.\n\nEngineering: Completed 47/52 story points. Shortfall due to emergency security patch (CVE-2026-1847), resolved within 48 hours. Test coverage improved to 78%.\n\nDecisions:\n- SSO integration prioritized for Q2 (driven by $850K in pending enterprise deals)\n- Mobile retention improvement project approved with dedicated PM\n- Onboarding redesign scheduled for Q2 sprint 3\n\nAction Items:\n- Engineering: Scope SSO implementation (due March 22)\n- Design: Onboarding improvement mockups (due April 1)\n- QA: Plan timezone testing sprint\n- Product: Draft mobile retention improvement brief",
    "metadata": {
      "source_type": "transcript",
      "source_word_count": 312,
      "summary_word_count": 124,
      "compression_ratio": 2.5,
      "summary_style": "executive",
      "key_topics": ["product-metrics", "engineering-roadmap", "user-research", "qa"]
    }
  }
]