Nice paper, thanks! A meta question—how did you analyse and systematise the results of over 300 papers? (gesturing at software tools/general methodology here)
The taxonomy we introduced in the survey gave a helpful way of splitting up the problem. Other than that, it took a lot of effort, several google docs that got very messy, and https://www.connectedpapers.com/. Personally, I’ve also been working on interpretability for a while and have passively formed a mental model of the space.
Nice paper, thanks! A meta question—how did you analyse and systematise the results of over 300 papers? (gesturing at software tools/general methodology here)
The taxonomy we introduced in the survey gave a helpful way of splitting up the problem. Other than that, it took a lot of effort, several google docs that got very messy, and https://www.connectedpapers.com/. Personally, I’ve also been working on interpretability for a while and have passively formed a mental model of the space.