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NLP

Natural Language Processing

Улучшение математического мышления студентов магистратуры через декомпозицию и самокоррекцию

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Обзор методов Text-to-SQL на основе LLM

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Набор данных с 425 тыс. естественных запросов на 17 языках с разной степенью токсичности

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Применение машинного обучения в дополненной реальности для развития образования: существующие применения, проблемы и перспективы

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Развитие машинного обучения с использованием геометрических, топологических и алгебраических структур

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Исследование влияния ChatGPT на учебный процесс: эффективность, точность и этические аспекты

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Новая открытая модель встраивания для немецкого и английского языков: Deepset-Mxbai-Embed-de-Large-v1 выпущена

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Генератор параметров политики на основе моделей условной диффузии

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Новая мини-модель искусственного интеллекта от OpenAI: GPT-4o Mini

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Mistral AI и NVIDIA выпускают Mistral NeMo: открытую языковую модель с 128k окном контекста, мультиязычными возможностями и токенизатором Tekken.

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Google DeepMind представляет YouTube-SL-25: многоязычный корпус с более чем 3 000 часов видеороликов на языке жестов на 25+ языках

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Новые модели Llama-3-Groq достигают более 90% точности на лидерборде Berkeley Function Calling.

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Фреймворк Sibyl: улучшение возможностей LLM в сложных задачах рассуждения

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Оценка сжатия LLM с использованием метрик расстояния

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Интеллектуальный поиск кандидатов для рекрутеров: внутри и вне системы управления кадрами

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Лучшие курсы по инженерии данных в 2024 году

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Проект Oscar: помощник для поддержки проектов с открытым исходным кодом.

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Улучшение ответов на вопросы в реальном мире с помощью G-Retriever, RAG и LLMs

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Исследователи Microsoft предлагают фреймворк Auto Evol-Instruct для создания наборов данных инструкций с использованием больших языковых моделей без участия человека.

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Исследование эффективности 12 методов прогнозирования на 15 разнообразных наборах данных.

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