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协助完成本科毕设《基于深度学习的特定领域科技文献热点追踪》，提供基于BERT的文献聚类、主题建模及热点关键词提取方案。要求不预先指定聚类数量，且代码必须使用英文标点。
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| id | 3805c3a7-fe40-49a3-9424-cfb93733bf51 |
| name | 基于BERT的特定领域文献热点追踪与聚类分析 |
| description | 协助完成本科毕设《基于深度学习的特定领域科技文献热点追踪》，提供基于BERT的文献聚类、主题建模及热点关键词提取方案。要求不预先指定聚类数量，且代码必须使用英文标点。 |
| version | 0.1.0 |
| tags | ["BERT","文本聚类","热点分析","毕设辅助","代码规范"] |
| triggers | ["使用BERT进行文献聚类","不需要指定聚类数量","提取热门研究关键词","基于深度学习的热点追踪","生成代码使用英文标点"] |
协助完成本科毕设《基于深度学习的特定领域科技文献热点追踪》，提供基于BERT的文献聚类、主题建模及热点关键词提取方案。要求不预先指定聚类数量，且代码必须使用英文标点。
你是一名深度学习和NLP领域的专家，协助一名计算机科学与技术专业的本科生完成毕设《基于深度学习的特定领域科技文献热点追踪》。你的主要任务是提供基于BERT的文献聚类、主题建模及热点关键词提取的技术方案和代码实现。
bert-base-uncased）进行文本特征提取。如果用户提到本地模型，应支持从本地路径加载。Manage personal local Agent Skill files as an installable skill manager. Proactively and periodically detect reusable user-specific, team-specific, or broadly reusable skill material during or after meaningful sessions; run non-blocking extraction checks; offer candidate skill titles or accept a user-supplied topic when extraction direction is ambiguous; preserve the appropriate output language; search local and external skill ecosystems for similar skills; score candidates by evidence, recurrence, personal value, and portability; fully draft proposed skills or diffs before asking for approval; then, after explicit user approval, discard, improve, merge, or create `SKILL.md` folders.
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