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To me, this is exactly what LLMs are good for. It would be exhausting double checking for valid citations in a research paper. Fuzzy comparison and rote lookup
by dclowd9901 10mo ago
To me, this is exactly what LLMs are good for. It would be exhausting double checking for valid citations in a research paper. Fuzzy comparison and rote lookup seem primed for usage with LLMs.
Writing academic papers is exactly the _wrong_ usage for LLMs. So here we have a clear cut case for their usage and a clear cut case for their avoidance.
- idiotsecant 10mo agoExactly, and there's nothing wrong with using LLMs in this same way as part of the writing process to locate sources (that you verify), do editing (that you check), etc. It's just peak stupidity and laziness to ask it to do the whole thing.
- skobes 10mo agoIf LLMs produce fake citations, why would we trust LLMs to check them?
- watwut 10mo agoBecause the risk is lower. They will give you suspicious citations and you can manually check those for false positives. If some false citation pass, it was still a net gain.
- venturecruelty 10mo agoBecause my boss said if I don't, I'm fired.
- dawnerd 10mo agoShouldn’t need an llm to check. It’s just a list of authors. I wouldn’t trust an llm on this, and even if they were perfect that’s a lot of resource use just to do something traditional code could do.
- dclowd9901 10mo agoI would assume you would use the LLM to not only check the source exists but check that the citation referenced actually says what the author says it does. That's not something you can do heuristically, I would think.