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RUCAIBox / LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".
https://arxiv.org/abs/2303.18223
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What are the limitations of LLMs besides "hallucinations" ? #75

Closed YuboFeng2023 closed 6 months ago

YuboFeng2023 commented 6 months ago

Hi all,

Thank you for your efforts in conveying such a wonderful survey paper! I have followed your fabulous work from version 5 until now. Here is the link to my previous issues

I have a new question: what are the other limitations of LLMs?

Nowadays, there are overwhelming papers focusing on the "hallucination" of LLMs, but I wonder if LLMs have any other drawbacks.

When I searched for "hallucination" in your paper or explored the outlines, there was no section discussing the limitations of LLMs.

I believe that adding a "Limitations" section will enhance the paper!

Best wishes!

turboLJY commented 6 months ago

Thank you for your good suggestion. In section 7.1, we have also discussed several limitations of LLMs including hallucination. We will consider adding a specific ''Limitations'' section in the future.