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The paper introduced a new deep learning architecture known as the transformer, based on the attention mechanism proposed in 2014 by Bahdanau et al. [4] It is considered a foundational [5] paper in modern artificial intelligence, as the transformer approach has become the main architecture of large language models like those based on GPT.
Automated essay scoring (AES) is the use of specialized computer programs to assign grades to essays written in an educational setting. It is a form of educational assessment and an application of natural language processing. Its objective is to classify a large set of textual entities into a small number of discrete categories, corresponding ...
The review process for these papers was anonymous in that the identities of the referees were not revealed to the authors. Referees were selected by the NAS member . [ 10 ] [ 12 ] [ 13 ] PNAS eliminated communicated submissions through NAS members as of July 1, 2010 [update] , while continuing to make the final decision on all PNAS papers.
Papers was developed by Alexander Griekspoor and Tom Groothuis while studying towards their PhD diplomas at the Netherlands Cancer Institute. [1] The pair worked on Papers to provide an approach to document management that was similar to the iTunes application on macOS, after they were faced with hundreds of digital publications in PDF format. [1]
Along with ICLR and ICML, it is one of the three primary conferences of high impact in machine learning and artificial intelligence research. [ 1 ] The conference is currently a double-track meeting (single-track until 2015) that includes invited talks as well as oral and poster presentations of refereed papers, followed by parallel-track ...
In April 2023, Grammarly launched a product using generative AI built on the GPT-3 large language models. [20] The software can generate and rewrite content based on prompts. [21] It can also generate topic ideas and outlines for written content such as blog posts and academic essays. [22]
An expert review of 5,700 of the questions, spanning all 57 MMLU subjects, estimated that there were errors with 6.5% of the questions in the MMLU question set, which suggests that the maximum attainable score in MMLU is significantly below 100%.
The International Joint Conferences on Artificial Intelligence Organization (IJCAI Organization) is a nonprofit organization founded in 1969 to promote science and education in the field of AI. It is the main organizer of the IJCAI conference series and is also responsible for handling related activities. [ 1 ]
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