Knowledge Curation

Panel:

• Knowledge curation using manual methods, ML, and LLMs
  
  

Moderator:

• Cogan Shimizu

Panelists:

• Leora Morgenstern

• Alessandro Oltramari

• Praveen Paritosh

• Denny Vrandecic

Questions: <Choose 3 of 4 questions>

• Is there still an appetite for manual knowledge curation? 

  • What are the use cases where significant manual curation is the only option or the preferred option?

• What are the current observed limits of using automated methods for Knowledge Curation & Engineering?

  • What advances are required so they can be overcome?

  • What is the horizon for these required advances?

• What are the use cases where the automated methods are more effective and preferred over manual methods?

  • What combinations of manual and automated methods are most compelling?

  • What novel forms of curation analyses are now feasible using LLMs?

• Where do you see industry or private sector interest focusing?

  • Manual or Automated?

  • What guarantees would need to be in place for automated KCE

Format:

• Each panelist and the moderator will be given 1 minutes to give their own bio (4+1=5 minutes)

• Each Panelist will be asked the same three (composite) questions ( (4+3) min * 3 questions * 4 panelists = 84minutes).

  • Each Panelist will have four minutes to respond to each question.

  • Each question will have three minutes of discussion (maximum)

• Total length = 89 minutes.