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pro vyhledávání: '"Belém, Catarina G"'
Autor:
Belem, Catarina G., Pezeskhpour, Pouya, Iso, Hayate, Maekawa, Seiji, Bhutani, Nikita, Hruschka, Estevam
Although many studies have investigated and reduced hallucinations in large language models (LLMs) for single-document tasks, research on hallucination in multi-document summarization (MDS) tasks remains largely unexplored. Specifically, it is unclea
Externí odkaz:
http://arxiv.org/abs/2410.13961
_Uncertainty expressions_ such as "probably" or "highly unlikely" are pervasive in human language. While prior work has established that there is population-level agreement in terms of how humans quantitatively interpret these expressions, there has
Externí odkaz:
http://arxiv.org/abs/2407.15814
Gender bias research has been pivotal in revealing undesirable behaviors in large language models, exposing serious gender stereotypes associated with occupations, and emotions. A key observation in prior work is that models reinforce stereotypes as
Externí odkaz:
http://arxiv.org/abs/2405.00588