Currently, we try to create mind maps by summarizing only paragraphs under a heading. We have many other elements apart from paragraphs for improvising the summary generation.
Detailed Description
Graphs and Charts are shown inside the "Figures" and a lot of crucial data is represented in the Tables.
Context
These graphs, charts and tables will help me understand the results of the Research paper better. We could improvise the experience by giving a thorough understanding, that only can be obtained by actually reading the paper.
A lot of times people completely ignore these sections, because they're new to reading papers and can't make sense from these elements of a document. In this manner, we could help them by giving summaries of graphs and tables.
Possible Implementation
Tables: PubTabNet, not sure but this is a dataset for tables. I don't know whether it is the best option.
Graphs/ Charts: Designing a classifier to identify graphs or charts within a figure. According to the type of graph / chart, we could summarize it in a specific way.
Currently, we try to create mind maps by summarizing only paragraphs under a heading. We have many other elements apart from paragraphs for improvising the summary generation.
Detailed Description
Graphs and Charts are shown inside the "Figures" and a lot of crucial data is represented in the Tables.
Context
These graphs, charts and tables will help me understand the results of the Research paper better. We could improvise the experience by giving a thorough understanding, that only can be obtained by actually reading the paper.
A lot of times people completely ignore these sections, because they're new to reading papers and can't make sense from these elements of a document. In this manner, we could help them by giving summaries of graphs and tables.
Possible Implementation
Tables: PubTabNet, not sure but this is a dataset for tables. I don't know whether it is the best option.
Graphs/ Charts: Designing a classifier to identify graphs or charts within a figure. According to the type of graph / chart, we could summarize it in a specific way.