“Translation is the tip of the iceberg”: A deep dive into specialty models

Olga Beregovaya, VP of AI at Smartling, joins Ryan and Ben to explore the evolution and specialization of language models in AI. They discuss the shift from rule-based systems to transformer models, the importance of fine-tuning for translation tasks, and the role of human translators in ensuring reliable, high-quality output. They also touch on the implications of AI in language education and the challenges faced in implementing LLMs in enterprise workflows. https://stackoverflow.blog/2025/02/28/translation-is-the-tip-of-the-iceberg-a-deep-dive-into-specialty-models/

Erstellt 2mo | 28.02.2025, 07:20:08


Melden Sie sich an, um einen Kommentar hinzuzufügen

Andere Beiträge in dieser Gruppe

“We’re not replacing you; we’re with you”: Where AI meets infrastructure

Ryan talks with Greg Fallon, CEO of Geminus, about the intersection of AI and physical infrastructure, the evolution of simulation technology, the role of synthetic data in machine learning, and the i

29.04.2025, 04:50:03 | StackOverflow blog
How self-supervised language revolutionized natural language processing and gen AI

Self-supervised learning is a key advancement that revolutionized natural language processing and generative AI. Here’s how it works and two examples of how it is used to train language models. https:

28.04.2025, 14:50:12 | StackOverflow blog
Banking on innovation: Engineering excellence in regulated financial services

Financial institutions face a balancing act between tech innovation and strict regulations. As customer expectations for improved user experience and demands from those tasked with enhancing features

28.04.2025, 14:50:11 | StackOverflow blog
Grab bag! On the floor at HumanX

Today’s episode is a roundup of spontaneous, on-the-ground conversations from HumanX 2025, featuring guests from CodeConductor, DDN, Cloudflare, and Galileo. https://stackoverflow.blog/2025/04/25/grab

25.04.2025, 05:50:06 | StackOverflow blog
Standardization and simplification as key to engineering excellence

In this episode of Leaders of Code, we chat with guests from Lloyds Banking Group about their focus on engineering excellence and the need for organizations to adapt to new technologies while ensuring

24.04.2025, 13:40:03 | StackOverflow blog