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bleu and rouge

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Towards Neural Language Evaluators

Kané, Hassan, Kocyigit, Yusuf, Ajanoh, Pelkins, Abdalla, Ali, Coulibali, Mohamed

arXiv.org Artificial IntelligenceSep-19-2019

W e review three limitations of BLEU and ROUGE - the most popul ar metrics used to assess reference summaries against hypothesis summ aries, come up with criteria for what a good metric should behave like and propos e concrete ways to use recent Transformers-based Language Models to assess re ference summaries against hypothesis summaries.

bleu and rouge, evaluation, similarity, (11 more...)

arXiv.org Artificial Intelligence

1909.09268

Country:

North America > United States > Massachusetts > Middlesex County > Cambridge (0.05)
North America > Canada (0.04)

Genre: Research Report (0.40)

Technology:

Information Technology > Artificial Intelligence > Natural Language (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.89)

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