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20232026
most citedEvaluating Large Language Models on Controlled Generation Tasks

1 citations · 1 across the 7 of their papers we have counts for

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cs.CL2024

DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises

Nan Xu, Xuezhe Ma

While large language models (LLMs) have demonstrated increasing power, they have also called upon studies on their hallucinated outputs that deviate from factually correct statemen…

cs.CL2024

LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems

Nan Xu, Xuezhe Ma

Interestingly, LLMs yet struggle with some basic tasks that humans find trivial to handle, e.g., counting the number of character r's in the word "strawberry". There are several po…