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ML Команда Точки выложила обзор на работу FELIX: Feature Engineering with LLMs for Interpretability and Explainability про использование LLM для инжиниринга признаков для NLP задач.
По результатам получается даже лучше, чем использовать эмбеддинги самой LLM, интересно.

Код открытый и можно воспроизвести в коллабе.
Подробности у них в канале .ml

Реклама, АО «Точка», ИНН 9705120864, 2Vtzqwi8z2V, 18 +



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ML Команда Точки выложила обзор на работу FELIX: Feature Engineering with LLMs for Interpretability and Explainability про использование LLM для инжиниринга признаков для NLP задач.
По результатам получается даже лучше, чем использовать эмбеддинги самой LLM, интересно.

Код открытый и можно воспроизвести в коллабе.
Подробности у них в канале .ml

Реклама, АО «Точка», ИНН 9705120864, 2Vtzqwi8z2V, 18 +

BY Борис опять


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This provided opportunity to their linked entities to offload their shares at higher prices and make significant profits at the cost of unsuspecting retail investors. Such instructions could actually endanger people — citizens receive air strike warnings via smartphone alerts. What distinguishes the app from competitors is its use of what's known as channels: Public or private feeds of photos and videos that can be set up by one person or an organization. The channels have become popular with on-the-ground journalists, aid workers and Ukrainian President Volodymyr Zelenskyy, who broadcasts on a Telegram channel. The channels can be followed by an unlimited number of people. Unlike Facebook, Twitter and other popular social networks, there is no advertising on Telegram and the flow of information is not driven by an algorithm. In 2014, Pavel Durov fled the country after allies of the Kremlin took control of the social networking site most know just as VK. Russia's intelligence agency had asked Durov to turn over the data of anti-Kremlin protesters. Durov refused to do so. Although some channels have been removed, the curation process is considered opaque and insufficient by analysts.
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