{"entry_id": "05ccf504-ab97-4cab-a850-ea607131d621", "infos": [{"txt": "AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞", "language": "chinese", "position": {"atoms": [{"position_id": 0, "txt": "AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞", "x": "//h1[contains(@class, \"article-title\")]"}]}, "tags": [], "label": "O", "web_segment_id": 0, "global_sentence_id": 0, "edu_l1_label": "EDU_O"}, {"txt": "AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞", "language": "chinese", "position": {"atoms": [{"position_id": 390, "txt": "AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[1]/div/h1"}]}, "tags": ["h1"], "label": "article_title", "web_segment_id": 1, "global_sentence_id": 1, "edu_l1_label": "BOT"}, {"txt": "量子位·2025年03月19日 19:56", "language": "chinese", "position": {"atoms": [{"position_id": 392, "txt": "量子位", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[1]/div/div[1]/a"}, {"position_id": 394, "txt": "·", "x": 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"position": {"atoms": [{"position_id": 434, "txt": "Zochi入选的两篇论文，是以Andy Zhou名义进行投稿的，内容分别是：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[8]"}]}, "tags": [], "label": "content", "web_segment_id": 11, "global_sentence_id": 11, "edu_l1_label": "IOS"}, {"txt": "子空间级别微调方法CS-ReFT，能够让7B的Llama-2在AlpacaEval中超过GPT-3.5，同行评审7/6/7；", "language": "chinese", "position": {"atoms": [{"position_id": 436, "txt": "子空间级别微调方法CS-ReFT", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[9]/strong"}, {"position_id": 438, "txt": "，能够让7B的Llama-2在AlpacaEval中超过GPT-3.5，同行评审7/6/7；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[9]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 12, "global_sentence_id": 12, "edu_l1_label": "IOS"}, {"txt": "大模型安全漏洞检测框架Siege，针对GPT-3.5-Turbo的检测准确率为100%，审稿人打分7/7。", "language": "chinese", "position": {"atoms": [{"position_id": 440, "txt": "大模型安全漏洞检测框架Siege", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[10]/strong"}, {"position_id": 442, "txt": "，针对GPT-3.5-Turbo的检测准确率为100%，审稿人打分7/7。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[10]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 13, "global_sentence_id": 13, "edu_l1_label": "IOS"}, {"txt": "并且在基于NeurIPS规则的自动打分程序的评审中，Zochi两篇论文均获得了8分的成绩。", "language": "chinese", "position": {"atoms": [{"position_id": 444, "txt": "并且在基于NeurIPS规则的自动打分程序的评审中，Zochi", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[11]"}, {"position_id": 446, "txt": "两篇论文均获得了8分的成绩", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[11]/strong"}, {"position_id": 448, "txt": "。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[11]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 14, "global_sentence_id": 14, "edu_l1_label": "IOS"}, {"txt": "两篇论文入选ICLR", "language": "chinese", "position": {"atoms": [{"position_id": 450, "txt": "两篇论文入选ICLR", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[1]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 15, "global_sentence_id": 15, "edu_l1_label": "BOS"}, {"txt": "Zochi被ICLR研讨会相中的两篇论文具体内容，接下来就一起来了解~", "language": "chinese", "position": {"atoms": [{"position_id": 452, "txt": "Zochi被ICLR研讨会相中的两篇论文具体内容，接下来就一起来了解~", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[12]"}]}, "tags": [], "label": "content", "web_segment_id": 16, "global_sentence_id": 16, "edu_l1_label": "IOS"}, {"txt": "让7B Llama-2超越GPT-3.5", "language": "chinese", "position": {"atoms": [{"position_id": 454, "txt": "让7B Llama-2超越GPT-3.5", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h4[1]/strong"}]}, "tags": ["h4", "strong"], "label": "title2", "web_segment_id": 17, "global_sentence_id": 17, "edu_l1_label": "IOS"}, {"txt": "第一篇论文，提出了一种名为CS-ReFT的子空间级别微调方法。", "language": "chinese", "position": {"atoms": [{"position_id": 456, "txt": "第一篇论文，提出了一种名为CS-ReFT的子空间级别微调方法。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[13]"}]}, "tags": [], "label": "content", "web_segment_id": 18, "global_sentence_id": 18, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3Jj2xXzgi6m3PH0ME33su82.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 290, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3Jj2xXzgi6m3PH0ME33su82.jpeg", 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"chinese", "position": {"atoms": [{"position_id": 464, "txt": "也就是说，当同时将模型应用于多个任务时，一项技能的改进往往会降低其他技能的性能。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[16]"}]}, "tags": [], "label": "content", "web_segment_id": 21, "global_sentence_id": 21, "edu_l1_label": "IOS"}, {"txt": "研究之后，Zochi提出了CS-ReFT方法，部分基于ReFT改造而来，但重点是表示编辑而不是权重修改。", "language": "chinese", "position": {"atoms": [{"position_id": 466, "txt": "研究之后，Zochi提出了CS-ReFT方法，部分基于ReFT改造而来，但重点是表示编辑而不是权重修改。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[17]"}]}, "tags": [], "label": "content", "web_segment_id": 22, "global_sentence_id": 22, "edu_l1_label": "IOS"}, {"txt": "具体来说，不同于LoRA等方法在权重级别实现正交性约束，CS-ReFT将这些约束直接应用于隐藏状态表示。", "language": "chinese", "position": {"atoms": [{"position_id": 468, "txt": "具体来说，不同于LoRA等方法在权重级别实现正交性约束，CS-ReFT将这些约束直接应用于隐藏状态表示。", "x": 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516, "txt": "除了这两篇之外，还有一篇论文和计算生物学相关，由于完成时已经错过了ICLR会期，转而投稿期刊，目前正在接受审查。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[35]"}]}, "tags": [], "label": "content", "web_segment_id": 42, "global_sentence_id": 42, "edu_l1_label": "IOS"}, {"txt": "这项研究提出了一种名为EGNN-Fusion的架构，能够预测蛋白质-核酸结合位点。", "language": "chinese", "position": {"atoms": [{"position_id": 518, "txt": "这项研究提出了一种名为", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]"}, {"position_id": 520, "txt": "EGNN-Fusion", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[1]"}, {"position_id": 522, "txt": "的架构，能够", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[36]/strong[1]"}, {"position_id": 524, "txt": "预测蛋白质-核酸结合位点", "x": 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"结果在没有任何特定任务优化的情况下，Zochi直接取得了SOTA水准，并且在80%的任务上超越了人类的平均表现、在一半的任务当中获得金牌。", "language": "chinese", "position": {"atoms": [{"position_id": 540, "txt": "结果在没有任何特定任务优化的情况下，Zochi直接取得了SOTA水准，并且", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]"}, {"position_id": 542, "txt": "在80%的任务上超越了人类的平均表现", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]/strong"}, {"position_id": 544, "txt": "、在一半的任务当中获得金牌。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[41]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 49, "global_sentence_id": 49, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/G5SNz3sifxV3sjuTd4xQOGW.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 341, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/G5SNz3sifxV3sjuTd4xQOGW.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[42]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 50, "global_sentence_id": 50, "edu_l1_label": "EDU_O"}, {"txt": "那么，Zochi是怎么做到的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 546, "txt": "那么，Zochi是怎么做到的呢？", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}]}, "tags": [], "label": "content", "web_segment_id": 51, "global_sentence_id": 51, "edu_l1_label": "IOS"}, {"txt": "其中的关键，就在于当下流行的多智能体协作框架。", "language": "chinese", "position": {"atoms": [{"position_id": 547, "txt": "其中的关键，就在于当下流行的", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]"}, {"position_id": 549, "txt": "多智能体协作框架", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]/strong"}, {"position_id": 551, "txt": "。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[43]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 51, "global_sentence_id": 52, "edu_l1_label": "IOS"}, {"txt": "Zochi将科学方法分解为专门的组件,每个组件处理研究过程中不同的过程，具体包括四个阶段：", "language": "chinese", "position": {"atoms": [{"position_id": 553, "txt": "Zochi将科学方法分解为专门的组件,每个组件处理研究过程中不同的过程，具体包括四个阶段：", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[44]"}]}, "tags": [], "label": "content", "web_segment_id": 52, "global_sentence_id": 53, "edu_l1_label": "IOS"}, {"txt": "文献分析和知识综合；", "language": "chinese", "position": {"atoms": [{"position_id": 555, "txt": "文献分析和知识综合；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[45]"}]}, "tags": [], "label": "content", "web_segment_id": 53, "global_sentence_id": 54, "edu_l1_label": "IOS"}, {"txt": "假设生成和细化，确定研究方向；", "language": "chinese", "position": {"atoms": [{"position_id": 557, "txt": "假设生成和细化，确定研究方向；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[46]"}]}, "tags": [], "label": "content", "web_segment_id": 54, "global_sentence_id": 55, "edu_l1_label": "IOS"}, {"txt": "实验设计和实施、评估；", "language": "chinese", "position": {"atoms": [{"position_id": 559, "txt": "实验设计和实施、评估；", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[47]"}]}, "tags": [], "label": "content", "web_segment_id": 55, "global_sentence_id": 56, "edu_l1_label": "IOS"}, {"txt": "数据分析和解释以及科学交流。", "language": "chinese", "position": {"atoms": [{"position_id": 561, "txt": "数据分析和解释以及科学交流。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[48]"}]}, "tags": [], "label": "content", "web_segment_id": 56, "global_sentence_id": 57, "edu_l1_label": "IOS"}, {"txt": "给Zochi设定的研究目标，既可以是一般的研究领域（如“AI安全”），也可以是一个细粒度问题或思路（如“多模态表征对齐方法”）。", "language": "chinese", "position": {"atoms": [{"position_id": 563, "txt": "给Zochi设定的研究目标，既可以是一般的研究领域（如“AI安全”），也可以是一个细粒度问题或思路（如“多模态表征对齐方法”）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[49]"}]}, "tags": [], "label": "content", "web_segment_id": 57, "global_sentence_id": 58, "edu_l1_label": "IOS"}, {"txt": "系统进行广泛的探索和迭代过程，Zochi生成多个候选假设，设计并执行实验来测试这些假设，分析结果，并根据发现迭代优化其方法。", "language": "chinese", "position": {"atoms": [{"position_id": 565, "txt": "系统进行广泛的探索和迭代过程，Zochi生成多个候选假设，设计并执行实验来测试这些假设，分析结果，并根据发现迭代优化其方法。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[50]"}]}, "tags": [], "label": "content", "web_segment_id": 58, "global_sentence_id": 59, "edu_l1_label": "IOS"}, {"txt": "最后，Zochi以研究论文的格式起草一份报告，不断完善直到质量足以提交同行评议。", "language": "chinese", "position": {"atoms": [{"position_id": 567, "txt": "最后，Zochi以研究论文的格式起草一份报告，不断完善直到质量足以提交同行评议。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[51]"}]}, "tags": [], "label": "content", "web_segment_id": 59, "global_sentence_id": 60, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/31vjcCzwUBU9BCFk3jfyVd.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 353, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/31vjcCzwUBU9BCFk3jfyVd.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[52]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 60, "global_sentence_id": 61, "edu_l1_label": "EDU_O"}, {"txt": "此外Zochi的另一个关键，是其结构化验证过程，类似于学术研究中的导师-学生关系。", "language": "chinese", "position": {"atoms": [{"position_id": 569, "txt": "此外Zochi的另一个关键，是其", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[53]"}, {"position_id": 571, "txt": "结构化验证过程", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[53]/strong"}, {"position_id": 573, "txt": "，类似于学术研究中的导师-学生关系。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[53]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 61, "global_sentence_id": 62, "edu_l1_label": "IOS"}, {"txt": "在研究过程的关键节点，人类专家需要在下一步骤进行之前验证Zochi的工作，具体包括三个关键阶段——大规模实验开始之前、准备文稿之前，以及文稿完成之后。", "language": "chinese", "position": {"atoms": [{"position_id": 575, "txt": "在研究过程的关键节点，人类专家需要在下一步骤进行之前验证Zochi的工作，具体包括三个关键阶段——大规模实验开始之前、准备文稿之前，以及文稿完成之后。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[54]"}]}, "tags": [], "label": "content", "web_segment_id": 62, "global_sentence_id": 63, "edu_l1_label": "IOS"}, {"txt": "反馈侧重于验证方法的合理性，并验证报告的结果是否准确反映实验结果，以确保完整性。", "language": "chinese", "position": {"atoms": [{"position_id": 577, "txt": "反馈侧重于验证方法的合理性，并验证报告的结果是否准确反映实验结果，以确保完整性。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[55]"}]}, "tags": [], "label": "content", "web_segment_id": 63, "global_sentence_id": 64, "edu_l1_label": "IOS"}, {"txt": "除了强制性验证外，人类专家还可以选择随时提供高层次的反馈，这一过程主要用于论文写作，因为Zochi经常难以遵循预期的提交格式（如页面限制）。", "language": "chinese", "position": {"atoms": [{"position_id": 579, "txt": "除了强制性验证外，", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]"}, {"position_id": 581, "txt": "人类专家还可以选择随时提供高层次的反馈", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]/strong"}, {"position_id": 583, "txt": "，这一过程主要用于论文写作，因为Zochi经常难以遵循预期的提交格式（如页面限制）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[56]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 64, "global_sentence_id": 65, "edu_l1_label": "IOS"}, {"txt": "不过人类输入通常包括几句简短的评论，用于指出潜在问题或建议替代方向，而不是给予详细指示。", "language": "chinese", "position": {"atoms": [{"position_id": 585, "txt": "不过人类输入通常包括几句简短的评论，用于指出潜在问题或建议替代方向，而不是给予详细指示。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[57]"}]}, "tags": [], "label": "content", "web_segment_id": 65, "global_sentence_id": 66, "edu_l1_label": "IOS"}, {"txt": "“AI科研”仍然争议不断", "language": "chinese", "position": {"atoms": [{"position_id": 587, "txt": "“AI科研”仍然争议不断", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/h2[3]/strong"}]}, "tags": ["h2", "strong"], "label": "title1", "web_segment_id": 66, "global_sentence_id": 67, "edu_l1_label": "BOS"}, {"txt": "Zochi这次取得的成绩，在AI当中确实是一个不错的水平，但并不是最早的AI科研系统。", "language": "chinese", "position": {"atoms": [{"position_id": 589, "txt": "Zochi这次取得的成绩，在AI当中确实是一个不错的水平，但并不是最早的AI科研系统。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[58]"}]}, "tags": [], "label": "content", "web_segment_id": 67, "global_sentence_id": 68, "edu_l1_label": "IOS"}, {"txt": "去年，“Transformer八子”之一的Llion Jones创立的Sakana AI，推出了一个基于AI的自动化科研系统。", "language": "chinese", "position": {"atoms": [{"position_id": 591, "txt": "去年，“Transformer八子”之一的Llion Jones创立的Sakana AI，推出了一个基于AI的自动化科研系统。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[59]"}]}, "tags": [], "label": "content", "web_segment_id": 68, "global_sentence_id": 69, "edu_l1_label": "IOS"}, {"txt": "而且这个系统名字简单粗暴，就叫AI Scientist，并且已经有了第二代。", "language": "chinese", "position": {"atoms": [{"position_id": 593, "txt": "而且这个系统名字简单粗暴，就叫", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]"}, {"position_id": 595, "txt": "AI Scientist", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]/strong"}, {"position_id": 597, "txt": "，并且已经有了第二代。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[60]/strong"}]}, "tags": ["strong"], "label": "content", "web_segment_id": 69, "global_sentence_id": 70, "edu_l1_label": "IOS"}, {"txt": "也是在这届ICLR上，第二代AI Scientist的论文在其中的一个研讨会上通过了同行评审，分数为6/7/6。", "language": "chinese", "position": {"atoms": [{"position_id": 599, "txt": "也是在这届ICLR上，第二代AI Scientist的论文在其中的一个研讨会上通过了同行评审，分数为6/7/6。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[61]"}]}, "tags": [], "label": "content", "web_segment_id": 70, "global_sentence_id": 71, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3TlUrg2XZpXvtGze416Kb7e.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 369, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/3TlUrg2XZpXvtGze416Kb7e.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[62]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 71, "global_sentence_id": 72, "edu_l1_label": "EDU_O"}, {"txt": "不过，研讨会和ICLR主会议的录用标准也存在不同，前者的录用率大约是后者的两到三倍。", "language": "chinese", "position": {"atoms": [{"position_id": 601, "txt": "不过，研讨会和ICLR主会议的录用标准也存在不同，前者的录用率大约是后者的两到三倍。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[63]"}]}, "tags": [], "label": "content", "web_segment_id": 72, "global_sentence_id": 73, "edu_l1_label": "IOS"}, {"txt": "在Sakana内部基于ICLR主会议规则进行的评审中，AI Scientist-v2的论文并未通过。", "language": "chinese", "position": {"atoms": [{"position_id": 603, "txt": "在Sakana内部基于ICLR主会议规则进行的评审中，AI Scientist-v2的论文并未通过。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[64]"}]}, "tags": [], "label": "content", "web_segment_id": 73, "global_sentence_id": 74, "edu_l1_label": "IOS"}, {"txt": "这似乎也和Intology基于NeurIPS规则进行的机器评测结果形成了对应，AI Science v2的平均成绩不到四分，甚至还不如前一代。", "language": "chinese", "position": {"atoms": [{"position_id": 605, "txt": "这似乎也和Intology基于NeurIPS规则进行的机器评测结果形成了对应，AI Science v2的平均成绩不到四分，甚至还不如前一代。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[65]"}]}, "tags": [], "label": "content", "web_segment_id": 74, "global_sentence_id": 75, "edu_l1_label": "IOS"}, {"txt": "当然，Zochi的成绩相对高出不少，但最终能不能入选主会议也要等待最终结果。", "language": "chinese", "position": {"atoms": [{"position_id": 607, "txt": "当然，Zochi的成绩相对高出不少，但最终能不能入选主会议也要等待最终结果。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[66]"}]}, "tags": [], "label": "content", "web_segment_id": 75, "global_sentence_id": 76, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/ovEpy2ynAG41KaHd91Ks8Nm.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 375, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/ovEpy2ynAG41KaHd91Ks8Nm.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[67]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 76, "global_sentence_id": 77, "edu_l1_label": "EDU_O"}, {"txt": "但是，由于学术界针对AI科研还存在很大争议，即使成功入围，研究团队可能也会在正式发稿之前撤回。", "language": "chinese", "position": {"atoms": [{"position_id": 609, "txt": "但是，由于学术界针对AI科研还存在很大争议，即使成功入围，研究团队可能也会在正式发稿之前撤回。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[68]"}]}, "tags": [], "label": "content", "web_segment_id": 77, "global_sentence_id": 78, "edu_l1_label": "IOS"}, {"txt": "Intology就表示，出于维护学术诚信的考虑，认同AI不应当被列为学术作品的作者，但正在和研讨会组织者进行讨论，决定是否向研究界展示。", "language": "chinese", "position": {"atoms": [{"position_id": 611, "txt": "Intology就表示，出于维护学术诚信的考虑，认同AI不应当被列为学术作品的作者，但正在和研讨会组织者进行讨论，决定是否向研究界展示。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[69]"}]}, "tags": [], "label": "content", "web_segment_id": 78, "global_sentence_id": 79, "edu_l1_label": "IOS"}, {"txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Q3jg4hScS714k6wtTN0yf.jpeg", "language": "chinese", "position": {"atoms": [{"position_id": 379, "txt": "<img https://wcd-image-bucket-test.oss-cn-zhangjiakou.aliyuncs.com/raw/Q3jg4hScS714k6wtTN0yf.jpeg", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[70]/img"}]}, "tags": ["img"], "label": "figure", "web_segment_id": 79, "global_sentence_id": 80, "edu_l1_label": "EDU_O"}, {"txt": "而在前段时间，另一家顶会CVPR就拒绝了19篇论文，其原因正是和滥用AI有关。", "language": "chinese", "position": {"atoms": [{"position_id": 613, "txt": "而在前段时间，另一家顶会CVPR就拒绝了19篇论文，其原因正是和滥用AI有关。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[71]"}]}, "tags": [], "label": "content", "web_segment_id": 80, "global_sentence_id": 81, "edu_l1_label": "IOS"}, {"txt": "甚至CVPR还明确要求，审稿人撰写评审意见同样不能使用AI，也不能把任何实质性内容交给AI（哪怕是用于翻译也不可以）。", "language": "chinese", "position": {"atoms": [{"position_id": 615, "txt": "甚至CVPR还明确要求，审稿人撰写评审意见同样不能使用AI，也不能把任何实质性内容交给AI（哪怕是用于翻译也不可以）。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[72]"}]}, "tags": [], "label": "content", "web_segment_id": 81, "global_sentence_id": 82, "edu_l1_label": "IOS"}, {"txt": "学术会议之外，国内外诸多高校也开始针对学生论文使用AI的情况加强审查，并出台限制措施。", "language": "chinese", "position": {"atoms": [{"position_id": 617, "txt": "学术会议之外，国内外诸多高校也开始针对学生论文使用AI的情况加强审查，并出台限制措施。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[73]"}]}, "tags": [], "label": "content", "web_segment_id": 82, "global_sentence_id": 83, "edu_l1_label": "IOS"}, {"txt": "的确在现实情况当中，确有滥用AI的行为存在，颁布这类规定的目的也是基于学术诚信的考量。", "language": "chinese", "position": {"atoms": [{"position_id": 619, "txt": "的确在现实情况当中，确有滥用AI的行为存在，颁布这类规定的目的也是基于学术诚信的考量。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[74]"}]}, "tags": [], "label": "content", "web_segment_id": 83, "global_sentence_id": 84, "edu_l1_label": "IOS"}, {"txt": "但一禁了之不应是长久之策，还应该对学术研究从事者，特别是学生群体给予正确引导，并积极探索AI提效与学术不端之间的合理边界。", "language": "chinese", "position": {"atoms": [{"position_id": 621, "txt": "但一禁了之不应是长久之策，还应该对学术研究从事者，特别是学生群体给予正确引导，并积极探索AI提效与学术不端之间的合理边界。", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[75]"}]}, "tags": [], "label": "content", "web_segment_id": 84, "global_sentence_id": 85, "edu_l1_label": "IOS"}, {"txt": "那么，你认为AI在学术活动当中，怎样被利用才是合理的呢？", "language": "chinese", "position": {"atoms": [{"position_id": 623, "txt": "那么，你认为AI在学术活动当中，怎样被利用才是合理的呢？", "x": "/html/body/div/div/div[1]/div/div[2]/div[3]/div/div/div/div[1]/div/div[1]/div[1]/div/div/div[2]/div/p[76]"}]}, "tags": [], "label": "content", "web_segment_id": 85, "global_sentence_id": 86, "edu_l1_label": "IOS"}], "type": "WEB"}
# AI一周写出ICLR研讨会论文，成果简洁有效获审稿人大赞
## 两篇论文入选ICLR
### 让7B Llama-2超越GPT-3.5
### 发现大模型安全漏洞
### 预测蛋白质-核酸结合位点
## 多智能体协作完成科研流程
## “AI科研”仍然争议不断
