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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) …

Incorporating External Knowledge to Enhance Tabular Reasoning

Neeraja, J., Gupta, Vivek, Srikumar, Vivek

arXiv.org Artificial IntelligenceApr-9-2021

Reasoning about tabular information presents unique challenges to modern NLP approaches which largely rely on pre-trained contextualized embeddings of text. In this paper, we study these challenges through the problem of tabular natural language inference. We propose easy and effective modifications to how information is presented to a model for this task. We show via systematic experiments that these strategies substantially improve tabular inference performance.

computational linguistic, fluorine, modification, (13 more...)

arXiv.org Artificial Intelligence

2104.04243

Country:

North America > United States > California > Los Angeles County > Los Angeles (0.14)
North America > United States > Utah (0.05)
South America > Peru > Cusco Department > Cusco Province > Cusco (0.04)
(9 more...)

Genre: Research Report (0.64)

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Media > Film (0.68)
Leisure & Entertainment (0.68)

Technology:

Information Technology > Artificial Intelligence > Machine Learning (1.00)
Information Technology > Artificial Intelligence > Natural Language > Text Processing (0.46)

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