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Olha Kanishcheva | CHI Software

Olha Kanishcheva

ML/NLP Engineer, Researcher

Olha boasts a decade-long journey in NLP, currently serving as a researcher at Jena University and a Consulting ML/NLP Engineer at CHI Software. Her expertise extends to various realms of NLP, including text summarization, named entity recognition, and keyword extraction. Olha's Ph.D. thesis explored knowledge representations and information retrieval in librarian systems.

Articles by Olha Kanishcheva

30 August 2024

NLP in ERP Systems: Automating Information Access and Reducing Response Times

Businesses in many different industries use Enterprise Resource Planning (ERP) to facilitate their workflows. The use of ERP has many advantages, and the experience of prominent companies like Nestlé and Coca-Cola confirms this.  This active use of ERP and the ever-growing demand for it are driving the need for ERP automation with the help of Artificial Intelligence, specifically Natural Language...

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10 August 2024

From Generic to Specific: The Art of Training GPT to Suit Your Business

ChatGPT has reshaped our interactions with chatbots, setting a new bar for digital assistance and making it easier than ever to build a chatbot for your business. You might have already witnessed its convenience for personal daily tasks. But imagine channeling the power of artificial neural networks and machine translation into your business!  Fine-tuned GPT models can enhance your employees’...

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23 May 2024

Innovations in Linguistic Technology: What AI Brings to the Table

Out of all the inventions produced by humans over thousands of years, language holds a very special place. It is the most important discovery we have made, and we constantly improve and study it. Language is so important in our lives that it feels like something natural, something that always existed. Humans continuously improve on this fundament and iterate on...

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3 October 2023

The Main Challenges of Machine Learning and How to Solve Them: Expert Advice

Machine learning (ML) is a way for your business to grow revenue and attract more customers. Long gone is the time when AI tools were something out of this world, accessible only to giants like Meta or Apple. Now, innovations are a huge hit, in every sphere imaginable.  The machine learning market is expected to reach 106.52 billion USD by...

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