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ai@21 class projects task list:

Dataset(Arxiv6K):

About: 6000+ Arxiv papers from AI category at 2020. The dataset contains latex source files and images, which make it a good research dataset for multimodal learning.

Task1(AIHelper)

About:build AI helper system for computer science.

Task2(MultiModalSys):

About: Build multimodal retrieval or recommendation system supporting text, image, formulas, and tables. Consider answering the following questions:

  • Which image is most relevant to a given sentence/query?
  • Which sentence/paragraph is most relevant to a given image?
  • Which formulas are relevant to a given sentence/query?
  • Which tables are relevant to a given sentence/query?
  • What concepts are relevant to a given formula?
  • ... other important questions ...

Task3(DIY):

About:build your own dataset, and develop some interesting models with it.

Any suggestions are welcome, current tasks may be updated and new tasks may be added in the future.