AITopics | coling 2022

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coling 2022

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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) …

COLING 2022 Highlights

#artificialintelligenceOct-25-2022, 06:20:45 GMT

Recent metrics for natural language generation rely on pre-trained language models, for instance BERTScore, BLEURT, and COMET. These metrics achieve a high correlation with human evaluations on standard benchmarks. However, it is unclear how these metrics perform for styles and domains that aren't well represented in their training data. In other words, are these metrics robust? The authors found that BERTScore isn't robust to character-level perturbations.

bertscore, coling 2022, evaluation, (5 more...)

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Country: Europe > Germany > Hesse > Darmstadt Region > Darmstadt (0.08)

Genre:

Personal (0.44)
Research Report > New Finding (0.42)

Technology: Information Technology > Artificial Intelligence > Natural Language > Generation (0.70)

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