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Visualizing economic news embeddings with clustering and topic summarization / 경제 뉴스 임베딩 3D 시각화 토픽 분류 및 이슈명 추출

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jo-cho/embedding_projector

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Embedding Projector

Original texts and analysis code are not provided(contact me if needed).

All labels are in Korean.

Models

  • Embedding Model: pre-trained SBERTs, OpenAI embedding models (models can be changed depending on the setting)
  • Clustering: HDBSCAN with UMAP
  • Topic Representation: News headline-based OpenAI summarization(gpt4.1-mini, model choice may vary)

Monthly Economic News & Issues

Policy Documents

To-dos

  • Resolve bookmarks issue

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Visualizing economic news embeddings with clustering and topic summarization / 경제 뉴스 임베딩 3D 시각화 토픽 분류 및 이슈명 추출

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