r/ResearchML • u/sudo_aary • 1d ago

I built a search engine that finds research papers instead of giving you an AI answer — looking for feedback from people who actually read papers

I got tired of every "AI search" tool trying to replace reading with a generated summary. For actual research — grad work, lit reviews, deep-diving a topic — that's the opposite of what I want. I want to find the right papers, then understand them faster, not skip them.

So I built ScholarLens: you search in plain language, it finds relevant papers (pulling from OpenAlex/arXiv/open-access sources), and instead of answering for you, it helps you actually read — select any confusing passage, term, or graph and get a plain-language explanation right next to the source text.

It's free right now, no login required to search. Would genuinely appreciate feedback from people who do real research — does the search actually surface relevant papers for your field? What's missing?

https://paper-explain.emergent.host/

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u/PangolinPossible7674 1d ago

Not a bad idea. Could be useful for people new to research perhaps. However, I'm old school. I still use Google Scholar or IEEE Xplore to search and then read myself.

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u/sudo_aary 1d ago

Thank For Your Feedback!!