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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 +

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In February 2014, the Ukrainian people ousted pro-Russian president Viktor Yanukovych, prompting Russia to invade and annex the Crimean peninsula. By the start of April, Pavel Durov had given his notice, with TechCrunch saying at the time that the CEO had resisted pressure to suppress pages criticizing the Russian government. "There are several million Russians who can lift their head up from propaganda and try to look for other sources, and I'd say that most look for it on Telegram," he said. WhatsApp, a rival messaging platform, introduced some measures to counter disinformation when Covid-19 was first sweeping the world. "Russians are really disconnected from the reality of what happening to their country," Andrey said. "So Telegram has become essential for understanding what's going on to the Russian-speaking world." The gold standard of encryption, known as end-to-end encryption, where only the sender and person who receives the message are able to see it, is available on Telegram only when the Secret Chat function is enabled. Voice and video calls are also completely encrypted.
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