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researcher

Munan Ning

13 papers hereh-index 103k citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author8

Across the 9 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.CL3
same name
  • Munan Ning — 12 papers, h 15

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

62 citations · 155 across the 12 of their papers we have counts for

collaborators
Showing 2025 · cs.CLShow all

1 paper · 2 filters

cs.CL2025

GPT as a Monte Carlo Language Tree: A Probabilistic Perspective

Kun-Peng Ning, Jia-Yu Yao, Yu-Yang Liu +2

Large Language Models (LLMs), such as GPT, are considered to learn the latent distributions within large-scale web-crawl datasets and accomplish natural language processing (NLP) t…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.