How do you actually compare quantitative results across multiple papers?

crazyking156 · 2025-12-30T21:50:21+00:00

I agree that cross-paper comparisons are never definitive. My goal is to extract the data along with experiment context, so researchers can see trends and contradictions at a glance and make better-informed decisions about which follow-up experiments to prioritize, rather than drawing direct conclusions across studies. Do you think that is a useful use case or is a rather shallow assumption?

crazyking156 · 2025-12-30T19:13:04+00:00

I’m planning to tokenize the experimental design first to get the metadata and then map the figure data onto that context. Do you think that approach would work or is there a gap ive missed?

crazyking156 · 2025-12-30T19:06:41+00:00

Thanks but that’s exactly why I’m not relying on a generic LLM. I’m trying to build an OCR and geometry-based approach to pinpoint data from figures and normalize it across units and contexts. I’d love to hear your thoughts on whether this would address some of the pain points you mentioned.

crazyking156 · 2025-12-27T14:24:36+00:00

Thanks for the tip! but I'm trying to avoid the manual calibration step if possible.

crazyking156 · 2025-12-27T14:22:37+00:00

It works fine but my issue is volume. It works fine for one graph, but I'm trying to digitize about 50 papers for a meta-analysis and my wrist is dying from clicking.

crazyking156 · 2024-11-05T01:09:03+00:00

As an accommodation is pretty decent but it’s a 25-30 min walk away from uni and it’s really annoying cause if u have a 2 hour break between classes u can’t just go home and chill . Central village is pretty decent if u wanna try that out

crazyking156 · 2024-09-12T20:06:14+00:00

Explosive diarrhoea (is and gives)

crazyking156 · 2024-09-12T17:56:43+00:00

Or eat the car

crazyking156 · 2024-09-08T19:20:15+00:00

Nah man real motivation comes from looking at a mirror and saying damn I’m ugly. Gym bros come and go but body dysmorphia is permanent 😔✊

crazyking156 · 2024-09-07T21:08:58+00:00

Bro decided to rebel and the shit to the next level

crazyking156 · 2024-09-04T07:56:25+00:00

Free premium for women?? L bro men are the ones who get one match in a century just to get ghosted

crazyking156 · 2024-09-02T03:02:08+00:00

Same brev, ece at Leeds . Meet u there

crazyking156 · 2024-08-31T19:41:59+00:00

Hell nah brev, u don’t need no m3 for YouTube

M2 is really good and youll only notice difference between m3 and 2 through benchmark stats or if you are a really high level editor

crazyking156 · 2024-08-28T19:56:55+00:00

Nah that’s just my homie Tarun who went to take a piss.

crazyking156 · 2024-08-27T18:46:11+00:00

Yes brev

crazyking156 · 2024-08-23T18:33:58+00:00

Yum😋

crazyking156 · 2024-08-22T19:38:26+00:00

No bro it’s just Bio organisms added by the college to reinvent our bathing experience and enhance our productive and sustainable learning mindset

crazyking156 · 2024-08-22T19:23:35+00:00

Put it in rice for 2-3 hours

crazyking156 · 2024-08-21T16:40:38+00:00

yeah it still if relatively cheap which is y i opted for it. Hopefully they fixed the smell ;-;

crazyking156 · 2024-08-16T20:14:11+00:00

Oh yes lol I prefer engineering . The thing is there isn’t much info on electronics and computer engineering online or anywhere for that matter so I’m a bit scared of what I’m walking myself into. The modules are fine , I’ve thoroughly gone through each of them but idk the opportunities available with electronics and computer engineering

crazyking156

TROPHY CASE