{ "overall_score": 55, "pass": false, "issues": [ { "page": 2, "issue_type": "overcrowded", "severity": "medium", "suggestion": "将6个要点拆分为2页,例如将BLEU分数单独作为一页突出展示关键结果" }, { "page": 3, "issue_type": "overcrowded", "severity": "medium", "suggestion": "将传统方法的挑战拆分为单独页面,或减少子要点数量至2个以内" }, { "page": 4, "issue_type": "overcrowded", "severity": "medium", "suggestion": "将现有模型局限性和注意力机制分为2页,每部分保留3个核心要点" }, { "page": 5, "issue_type": "image_size", "severity": "high", "suggestion": "增大架构图尺寸并移除图片下方的文字说明,或单独用一页展示清晰的架构图" }, { "page": 5, "issue_type": "readability", "severity": "high", "suggestion": "确保架构图中的文字清晰可辨,必要时拆分图表或局部放大关键组件" }, { "page": 5, "issue_type": "overcrowded", "severity": "medium", "suggestion": "删除图片下方的长段文字说明,仅保留底部的总结句" }, { "page": 6, "issue_type": "overcrowded", "severity": "medium", "suggestion": "将编码器架构的子层信息拆分为单独页面,或简化为要点列表" }, { "page": 7, "issue_type": "overcrowded", "severity": "medium", "suggestion": "将解码器的三个子层拆分为单独页面详细说明,主页面仅保留核心结构概述" }, { "page": 8, "issue_type": "overcrowded", "severity": "low", "suggestion": "缩短定义部分的描述文字,或拆分为单独的'注意力定义'和'注意力类型'两页" }, { "page": 10, "issue_type": "layout", "severity": "high", "suggestion": "补充Multi-Head Attention的核心要点(如并行注意力头、拼接输出等),避免空页" } ] }