Transforming theory into practice always brings interesting results and space for new opportunities. And when we combine the NPL and digital transformation, it is valid multiple times.
Juraj Pavol
Delivery manager, Aspecta
Help us support talent development in the field of AI with 2% of your income tax. Learn more
ClosePublic procurement is a vital process that governments undertake to obtain goods and services needed to deliver public services efficiently. However, the procurement process is often tedious and time-consuming, with many challenges faced by both government agencies and suppliers.
The procurement process utilizes software support at many steps. Data-wise adoption of graphical user interfaces of applications and tools can potentially reduce time on task and error rate, if designed correctly. Recommendation, suggestion or validation components can significantly help users to provide consistent and error-prone information. Data provided will be of higher quality.KInIT teamed up with Aspecta to help them pursue their goal of supporting digital transformation. We will research efficient methods for automated text classification in procurement requests. We will carry out a set of experiments that will result in a report on suitability of multiple approaches to multilabel classification. We will explore linguistic and statistical ones, including incorporation of large language models, such as SlovakBERT, that are both popular and well performing on many NLP tasks. Based on the results, adaption of the existing software application for procurement requests may significantly improve in efficiency.
Juraj Pavol
Delivery manager, Aspecta
Cookie | Duration | Description |
---|---|---|
cookielawinfo-checbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
cookielawinfo-checbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
cookielawinfo-checbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |