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Selection and summarization for Milestones #470

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arvindpdmn opened this issue Aug 4, 2020 · 2 comments
Open

Selection and summarization for Milestones #470

arvindpdmn opened this issue Aug 4, 2020 · 2 comments

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@arvindpdmn
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Given an article title and its associated references (manually collected), identify how the topic has progressed through time. Some approaches are:

  • NER for date
  • Pick date from the date of publication of important papers in the field
  • Text summarization

Note:

@arvindpdmn arvindpdmn added this to the Future milestone Aug 4, 2020
@arvindpdmn arvindpdmn changed the title Selection and summarization for Milestones in articles Selection and summarization for Milestones Aug 4, 2020
@arvindpdmn
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Does the below analogy with topic distribution make sense?

Now the dates have to be treated similar to words and we have to determine topic distribution of the corpus. Here corpus refers to the collection of references for a given devopedia article.

Individual references might be actually be having its own topic distribution but what we are interested in is the corpus distribution. Somewhat different to the topic distribution which can essentially work on the tfidf, the years_delta plays also a role here.

@arvindpdmn arvindpdmn removed this from the Future milestone Jan 18, 2021
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