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Regular version of the site

Book chapter

Humans Keep It One Hundred: an Overview of AI Journey

P. 2276-2284.
Shavrina T., Emelyanov A., Fenogenova A., Fomin V., Mikhailov V., Evlampiev A., Malykh V., Larin V., Natekin A., Vatulin A., Romov P., Anastasiev D., Zinov N., Chertok A.

Artificial General Intelligence (AGI) is showing growing performance in numerous applications - beating human performance in Chess and Go, using knowledge bases and text sources to answer questions (SQuAD) and even pass human examination (Aristo project). In this paper, we describe the results of AI Journey, a competition of AI-systems aimed to improve AI performance on knowledge bases, reasoning and text generation. Competing systems pass the final native language exam (in Russian), including versatile grammar tasks (test and open questions) and an essay, achieving a high score of 69%, with 68% being an average human result. During the competition, a baseline for the task and essay parts was proposed, and 80+ systems were submitted, showing different approaches to task understanding and reasoning. All the data and solutions can be found on github https://github.com/sberbank-ai/combined_solution_aij2019

In book

Vol. 12. European Language Resources Association (ELRA), 2020.