AI B2B Messaging Research Intern
vor 1 Monat
Experience:
Student / Working StudentOur mission is to enhance business operations to improve people's lives. We achieve this by integrating our customers' IT systems, ensuring that the right data is available at the right time as they digitalize their processes. Effective communication between systems is crucial for various operations, from manufacturing to timely payments and retail transactions.
SEEBURGER has established itself as a prominent global B2B software provider, assisting numerous clients in optimizing their processes through innovative solutions.
Topic
AI B2B Message Investigator and Mapping Assistant
Motivation and Goals
In the realm of B2B message exchange, standardized text messages facilitate transactions such as purchase orders and invoices. However, elements like purchase order numbers can often resemble dates or vary in placement across different document types. Utilizing transformer models allows for various NLP tasks, including text classification, substitution, summarization, and translation.
Tasks
The initial phase of this role will involve practically assessing the capabilities of transformer technology for various NLP tasks related to B2B text messages. Following this, a prototype will be developed to extract values from individual message elements. Additionally, the meanings of text fields will be analyzed, structures and flows will be mapped, and proposals for improved mappings will be created. Resources available for this work include an AI computer equipped with 4 Nvidia GPUs, a text corpus from system documentation and blogs, and inquiries from the prototype's test run.
Location: Karlsruhe and/or Bretten
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