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Graham Neubig Shares Strategies For Selecting Research Topics

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Great question about how to come up with research ideas! I think that different people have different ways, but here are some of mine: 1. Working with excellent people -- most of the ideas we tackle at CMU originally come from the people I work with, not me 2. Thinking about impact -- I always ask my collaborators "who is your target audience, and what results will they need to see to be convinced that this is promising" 3. Staying close to real-world use -- as you know, I have a startup and many of the ideas that we have for research come from practical problems we need to solve there too (and sorry about the late reply, I needed to think about this before responding)

6:55 AM · May 17, 2026 View on X
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Great question about how to come up with research ideas!

I think that different people have different ways, but here are some of mine:

1. Working with excellent people -- most of the ideas we tackle at CMU originally come from the people I work with, not me 2. Thinking about impact -- I always ask my collaborators "who is your target audience, and what results will they need to see to be convinced that this is promising" 3. Staying close to real-world use -- as you know, I have a startup and many of the ideas that we have for research come from practical problems we need to solve there too

(and sorry about the late reply, I needed to think about this before responding)

1:55 PM · May 17, 2026 · 5.7K Views
Graham Neubig Shares Strategies For Selecting Research Topics · Digg