id int64 18 21.1k | created_at timestamp[ns, tz=UTC]date 2026-02-23 07:30:20 2026-02-24 16:54:39 | updated_at timestamp[ns, tz=UTC]date 2026-02-23 08:08:14 2026-02-24 16:54:39 | doc_name stringclasses 1
value | input stringlengths 11 9.24k | output stringlengths 0 738 | is_personal bool 2
classes | is_sentence bool 2
classes | is_corrected bool 2
classes |
|---|---|---|---|---|---|---|---|---|
19,007 | 2026-02-24T15:13:34.801000Z | 2026-02-24T15:13:34.801000Z | Lec. | Усредненные метрики для разных вариантов работы со словарем сокращений | false | true | false | |
19,006 | 2026-02-24T15:13:31.746000Z | 2026-02-24T15:13:31.746000Z | Lec. | Удалены экземпляры датасета, текст для которых имеет <10 символов | true | true | false | |
19,005 | 2026-02-24T15:13:25.822000Z | 2026-02-24T15:13:25.822000Z | Lec. | Из датасета удалены 11 классов ГРНТИ 1-ого уровня с наименьшим количеством экземпляров (<600 текстов в рубрике); | false | true | false | |
19,004 | 2026-02-24T15:13:23.389000Z | 2026-02-24T15:13:23.389000Z | Lec. | BGE-M3 основан на XLMRoberta. 0.841 | false | false | false | |
19,003 | 2026-02-24T15:13:20.676000Z | 2026-02-24T15:13:20.676000Z | Lec. | Таблица результатов работы моделей для получения рубрик ГРНТИ | false | true | false | |
19,002 | 2026-02-24T15:13:18.229000Z | 2026-02-24T15:13:18.229000Z | Lec. | Число записей по категориям после сокращения | false | false | false | |
19,001 | 2026-02-24T15:13:15.614000Z | 2026-02-24T15:13:15.614000Z | Lec. | Качество работы моделей на бенчмарке MTEB | false | true | false | |
19,000 | 2026-02-24T15:13:13.054000Z | 2026-02-24T15:13:13.054000Z | Lec. | Нагрузка моделей на бенчмарке Encodechka | false | true | false | |
18,999 | 2026-02-24T15:13:10.357000Z | 2026-02-24T15:13:10.357000Z | Lec. | GigaChat. 0.20. 0.17. 0.23 | false | true | false | |
18,998 | 2026-02-24T15:13:07.286000Z | 2026-02-24T15:13:07.286000Z | Lec. | Mistral Large. 0.40. 0.41. 0.45 | false | false | false | |
18,997 | 2026-02-24T15:13:04.494000Z | 2026-02-24T15:13:04.494000Z | Lec. | Усредненные метрики для оценки качества предсказаний моделей Mistral Large и GigaChat | false | false | false | |
18,996 | 2026-02-24T15:13:01.710000Z | 2026-02-24T15:13:01.710000Z | Lec. | Промпт для multilabel классификации | false | true | false | |
18,995 | 2026-02-24T15:12:58.926000Z | 2026-02-24T15:12:58.926000Z | Lec. | Возможность работы с изменяющимся набором категорий | false | true | false | |
18,994 | 2026-02-24T15:12:55.331000Z | 2026-02-24T15:12:55.331000Z | Lec. | Архитектура transformer [13] | false | false | false | |
18,993 | 2026-02-24T15:12:52.741000Z | 2026-02-24T15:12:52.741000Z | Lec. | Распределение рубрик ГРНТИ | false | true | false | |
18,992 | 2026-02-24T15:12:50.266000Z | 2026-02-24T15:12:50.266000Z | Lec. | Также создано консольное приложение, которое позволяет производить классификацию научных текстов.Созданы модули для:. подготовки данных для классификации;. обучения LLM;. получения предсказаний;. формирования отчетов по результатам работы | false | true | false | |
18,991 | 2026-02-24T15:12:47.465000Z | 2026-02-24T15:12:47.465000Z | Lec. | Улучшены методы визуализации схем, добавлена поддержка новых форматов и повышено качество отображения | false | true | false | |
18,990 | 2026-02-24T15:12:44.568000Z | 2026-02-24T15:12:44.568000Z | Lec. | Эти алгоритмы позволяют генерировать схемы с заданными параметрами, минимизируя время генерации и повышая качество результата | false | true | false | |
18,989 | 2026-02-24T15:12:42.079000Z | 2026-02-24T15:12:42.079000Z | Lec. | Разработаны и оптимизированы 15 алгоритмов генерации схем, включая поддержку подграфов и многопоточности | false | true | false | |
18,988 | 2026-02-24T15:12:39.494000Z | 2026-02-24T15:12:39.494000Z | Lec. | Средства разработки. - Frontend: React JS — для отзывчивого интерфейса с компонентным подходом и виртуальным DOM. - Backend: Django REST (Python) — для быстрой разработки API с встроенной защитой. - Генератор: C++ с библиотеками nlohmann-json (обработка JSON) и gtest (unit-тесты). - Контейнеризация: Docker — для переносимости и изоляции модулей. - Визуализация: Yosys и Graphviz — для преобразования Verilog в графы | false | true | false | |
18,987 | 2026-02-24T15:12:35.877000Z | 2026-02-24T15:12:35.877000Z | Lec. | Преимущество нашей системы — открытость, бесплатность и возможность генерации схем с визуализацией без установки стороннего ПО | false | true | false | |
18,986 | 2026-02-24T15:12:33.050000Z | 2026-02-24T15:12:33.050000Z | Lec. | Наша система бесплатна и открыта. - Virtuoso Studio (Cadence): Предлагает автоматизацию проектирования и верификацию.ПО проекта объединяет все функции в одной бесплатной программе. - DC Ultra (Synopsys): Оптимизирует временные характеристики и площадь, но требует значительных затрат и интеграции | false | true | false | |
18,985 | 2026-02-24T15:12:30.223000Z | 2026-02-24T15:12:30.223000Z | Lec. | Однако доступ к датасету требует платной подписки, что ограничивает его использование | false | true | false | |
18,984 | 2026-02-24T15:12:27.702000Z | 2026-02-24T15:12:27.702000Z | Lec. | Сравнение параметров сгенерированных схем (например, задержки сигнала и числа входов/выходов) с ожидаемыми значениями подтвердило высокую степень достоверности полученных данных | false | true | false | |
18,983 | 2026-02-24T15:12:25.183000Z | 2026-02-24T15:12:25.183000Z | Lec. | Внедрена система логирования | false | true | false | |
18,982 | 2026-02-24T15:12:22.102000Z | 2026-02-24T15:12:22.102000Z | Lec. | Написаны unit-тесты | false | true | false | |
18,981 | 2026-02-24T15:12:19.350000Z | 2026-02-24T15:12:19.350000Z | Lec. | Доработана база данных | false | true | false | |
18,980 | 2026-02-24T15:12:16.619000Z | 2026-02-24T15:12:16.619000Z | Lec. | Реализован веб-интерфейс и API для взаимодействия с сервером | false | true | false | |
18,979 | 2026-02-24T15:12:14.276000Z | 2026-02-24T15:12:14.276000Z | Lec. | Создан модуль тестирования производительности | false | true | false | |
18,978 | 2026-02-24T15:12:10.585000Z | 2026-02-24T15:12:10.585000Z | Lec. | Разработаны Docker-образы и CI/CD-пайплайны | false | true | false | |
18,977 | 2026-02-24T15:12:08.088000Z | 2026-02-24T15:12:08.088000Z | Lec. | Выполнены следующие поставленные задачи: | false | true | false | |
18,976 | 2026-02-24T15:12:02.632000Z | 2026-02-24T15:12:02.632000Z | Lec. | He lost the election by twenty votes | false | true | false | |
18,975 | 2026-02-24T15:11:59.876000Z | 2026-02-24T15:11:59.876000Z | Lec. | Отпуск. vote. the act of showing your choice or opinion in an election or meeting by writing a cross on an official piece of paper or putting your hand up | false | true | false | |
18,974 | 2026-02-24T15:11:57.428000Z | 2026-02-24T15:11:57.428000Z | Lec. | We met Bob and Wendi on vacation | true | true | false | |
18,973 | 2026-02-24T15:11:54.704000Z | 2026-02-24T15:11:54.704000Z | Lec. | Вакансия. vacation. a period of time when you are not at home but are staying somewhere else for enjoyment | false | true | false | |
18,972 | 2026-02-24T15:11:51.828000Z | 2026-02-24T15:11:51.828000Z | Lec. | Over 50% of prisons reported one or more vacancies for general nurses | false | true | false | |
18,971 | 2026-02-24T15:11:49.071000Z | 2026-02-24T15:11:49.071000Z | Lec. | Неквалифицированный. vacancy. a job that is available for someone to do | false | true | false | |
18,970 | 2026-02-24T15:11:46.513000Z | 2026-02-24T15:11:46.513000Z | Lec. | Thus, the number of skilled workers increases and wage inequality between skilled and unskilled workers diminishes | false | true | false | |
18,969 | 2026-02-24T15:11:43.685000Z | 2026-02-24T15:11:43.685000Z | Lec. | Unskilled work does not need people with special skills or qualifications | false | true | false | |
18,968 | 2026-02-24T15:11:41.240000Z | 2026-02-24T15:11:41.240000Z | Lec. | Стажер. unskilled | false | true | false | |
18,967 | 2026-02-24T15:11:38.768000Z | 2026-02-24T15:11:38.768000Z | Lec. | We have three new trainees in the accounting department | false | true | false | |
18,966 | 2026-02-24T15:11:35.997000Z | 2026-02-24T15:11:35.997000Z | Lec. | Торговец. trainee. a person who is learning and practising the skills of a particular job | false | true | false | |
18,965 | 2026-02-24T15:11:33.412000Z | 2026-02-24T15:11:33.412000Z | Lec. | His father is a market trader, selling fruit and vegetables | false | true | false | |
18,964 | 2026-02-24T15:11:30.697000Z | 2026-02-24T15:11:30.697000Z | Lec. | Заявление. trader. a person who buys and sells company shares or money | false | true | false | |
18,963 | 2026-02-24T15:11:27.686000Z | 2026-02-24T15:11:27.686000Z | Lec. | The prime minister is expected to make a statement later today | false | true | false | |
18,962 | 2026-02-24T15:11:24.921000Z | 2026-02-24T15:11:24.921000Z | Lec. | Statistics for sick leave are not readily available in the form requested. отпуск по болезни. statement. something that someone says or writes officially | false | true | false | |
18,961 | 2026-02-24T15:11:22.082000Z | 2026-02-24T15:11:22.082000Z | Lec. | He works an eight-hour shift. смена (рабочая). sick leave. a period during which you are away from your work because you are sick | false | true | false | |
18,960 | 2026-02-24T15:11:19.213000Z | 2026-02-24T15:11:19.213000Z | Lec. | Акционер. shift. a period of work in a place such as a factory or hospital | false | true | false | |
18,959 | 2026-02-24T15:11:16.369000Z | 2026-02-24T15:11:16.369000Z | Lec. | Alternatively, shareholders appoint one of their cohort to manage the firm, realizing that his or her preferences over future consumption are identical to their own | false | true | false | |
18,958 | 2026-02-24T15:11:13.240000Z | 2026-02-24T15:11:13.240000Z | Lec. | Система, организация. shareholder. someone who owns shares in a company | false | true | false | |
18,957 | 2026-02-24T15:11:10.426000Z | 2026-02-24T15:11:10.426000Z | Lec. | It took me a while to get used to the set-up in my new job | false | true | false | |
18,956 | 2026-02-24T15:11:07.697000Z | 2026-02-24T15:11:07.697000Z | Lec. | They tend to have the problem of paying their salaries as well as providing good accommodation and other facilities such personnel will require. оклад, заработная плата. set-up. he way that something is arranged or organized | false | true | false | |
18,955 | 2026-02-24T15:11:04.670000Z | 2026-02-24T15:11:04.670000Z | Lec. | Управлять, руководить. salary. a fixed amount of money that you receive from your employer, usually every month | false | true | false | |
18,954 | 2026-02-24T15:11:01.795000Z | 2026-02-24T15:11:01.795000Z | Lec. | She ran her own restaurant for five years | false | true | false | |
18,953 | 2026-02-24T15:10:59.014000Z | 2026-02-24T15:10:59.014000Z | Lec. | Обязанность. run. to organize or control something | false | true | false | |
18,952 | 2026-02-24T15:10:56.553000Z | 2026-02-24T15:10:56.553000Z | Lec. | The head of the department has various additional responsibilities | false | true | false | |
18,951 | 2026-02-24T15:10:53.776000Z | 2026-02-24T15:10:53.776000Z | Lec. | Valid insurance is a legal requirement. требование, необходимое условие. responsibility. something that it is your job or duty to deal with | false | true | false | |
18,950 | 2026-02-24T15:10:50.973000Z | 2026-02-24T15:10:50.973000Z | Lec. | Набирать. requirement. something that is needed or demanded | false | true | false | |
18,949 | 2026-02-24T15:10:48.081000Z | 2026-02-24T15:10:48.081000Z | Lec. | They were recruited either by a research nurse when they attended the clinic or by a letter sent to their home from their rheumatologist | false | true | false | |
18,948 | 2026-02-24T15:10:45.284000Z | 2026-02-24T15:10:45.284000Z | Lec. | Квалификация. recruit. to try to persuade someone to work for a company or to join an organization | false | true | false | |
18,947 | 2026-02-24T15:10:42.607000Z | 2026-02-24T15:10:42.607000Z | Lec. | The only qualification needed for this job is an eye for detail | false | true | false | |
18,946 | 2026-02-24T15:10:39.866000Z | 2026-02-24T15:10:39.866000Z | Lec. | Рентабельность. qualification. the skills, qualities, or experience that you need in order to do something | false | true | false | |
18,945 | 2026-02-24T15:10:36.730000Z | 2026-02-24T15:10:36.730000Z | Lec. | The company needs to return to profitability very soon | false | true | false | |
18,944 | 2026-02-24T15:10:33.962000Z | 2026-02-24T15:10:33.962000Z | Lec. | The fact that something produces or is likely to produce a profit: | false | true | false | |
18,943 | 2026-02-24T15:10:31.295000Z | 2026-02-24T15:10:31.295000Z | Lec. | Прибыль, доход. profitabillity | false | true | false | |
18,942 | 2026-02-24T15:10:28.433000Z | 2026-02-24T15:10:28.433000Z | Lec. | It's very hard for a new business to make a profit in its first year | false | true | false | |
18,941 | 2026-02-24T15:10:25.642000Z | 2026-02-24T15:10:25.642000Z | Lec. | Производитель. profit. money that you get from selling goods or services for more than they cost to produce or provide | false | true | false | |
18,940 | 2026-02-24T15:10:22.726000Z | 2026-02-24T15:10:22.726000Z | Lec. | Australia is one of the world's main producers of wool | false | true | false | |
18,939 | 2026-02-24T15:10:19.958000Z | 2026-02-24T15:10:19.958000Z | Lec. | Должность. producer. a company, country, or person that makes goods or grows food | false | true | false | |
18,938 | 2026-02-24T15:10:16.991000Z | 2026-02-24T15:10:16.991000Z | Lec. | He’s applying for a position in a company | false | true | false | |
18,937 | 2026-02-24T15:10:14.241000Z | 2026-02-24T15:10:14.241000Z | Lec. | Events like these take months of careful planning. планирование. position | false | true | false | |
18,936 | 2026-02-24T15:10:11.179000Z | 2026-02-24T15:10:11.179000Z | Lec. | Оплата, платеж. planning. the activity of thinking about and deciding what you are going to do or how you are going to do something | false | true | false | |
18,935 | 2026-02-24T15:10:08.305000Z | 2026-02-24T15:10:08.305000Z | Lec. | They will accept payment by credit card | false | true | false | |
18,934 | 2026-02-24T15:10:05.558000Z | 2026-02-24T15:10:05.558000Z | Lec. | Сотрудничество. payment. the act of paying | false | true | false | |
18,933 | 2026-02-24T15:10:02.585000Z | 2026-02-24T15:10:02.585000Z | Lec. | She's gone into partnership (= started to work together) with an ex-colleague | false | true | false | |
18,932 | 2026-02-24T15:09:59.801000Z | 2026-02-24T15:09:59.801000Z | Lec. | Владелец. partnership. an arrangement in which two people or organizations work together to achieve something | false | true | false | |
18,931 | 2026-02-24T15:09:56.861000Z | 2026-02-24T15:09:56.861000Z | Lec. | At issue were the legal and moral rights of the owners of the building that had been destroyed | false | true | false | |
18,930 | 2026-02-24T15:09:54.054000Z | 2026-02-24T15:09:54.054000Z | Lec. | Адаптация. owner. someone who legally owns something | false | true | false | |
18,929 | 2026-02-24T15:09:51.719000Z | 2026-02-24T15:09:51.719000Z | Lec. | The right onboarding process can make a huge difference in the long-term performance of a new employee | false | true | false | |
18,928 | 2026-02-24T15:09:48.865000Z | 2026-02-24T15:09:48.865000Z | Lec. | Совещание. onboarding. the process in which new employees gain the knowledge and skills they need to become effective members of an organization | false | true | false | |
18,927 | 2026-02-24T15:09:45.911000Z | 2026-02-24T15:09:45.911000Z | Lec. | We're having a meeting on Thursday to discuss the problem | false | true | false | |
18,926 | 2026-02-24T15:09:42.803000Z | 2026-02-24T15:09:42.803000Z | Lec. | The changes will affect any women on maternity leave or taking a career break while they raise children. декретный отпуск. meeting. an event where people come together for a reason, usually to discuss something | false | true | false | |
18,925 | 2026-02-24T15:09:39.798000Z | 2026-02-24T15:09:39.798000Z | Lec. | Local industries manufacture plastic products, boats, and clothing. производить. maternity leave. a period in which a woman is legally allowed to be absent from work in the weeks before and after she gives birth | false | true | false | |
18,924 | 2026-02-24T15:09:36.533000Z | 2026-02-24T15:09:36.533000Z | Lec. | Ответственность. manufacture. to produce something, usually in large numbers in a factory | false | true | false | |
18,923 | 2026-02-24T15:09:33.403000Z | 2026-02-24T15:09:33.403000Z | Lec. | They have admitted liability for the damage caused | false | true | false | |
18,922 | 2026-02-24T15:09:30.652000Z | 2026-02-24T15:09:30.652000Z | Lec. | Руководство. liability. legal responsibility for something | false | true | false | |
18,921 | 2026-02-24T15:09:28.332000Z | 2026-02-24T15:09:28.332000Z | Lec. | The first is a limited operation, with the speakers selected by the party leaderships | false | true | false | |
18,920 | 2026-02-24T15:09:25.556000Z | 2026-02-24T15:09:25.556000Z | Lec. | Собеседование. leadership. the job of being in control of a group, country, or situation | false | true | false | |
18,919 | 2026-02-24T15:09:22.676000Z | 2026-02-24T15:09:22.676000Z | Lec. | Candidates are showing up in a random order for the interview | false | true | false | |
18,918 | 2026-02-24T15:09:20.224000Z | 2026-02-24T15:09:20.224000Z | Lec. | Отдел кадров. interview. a meeting in which someone asks you questions to see if you are suitable for a job or course | false | true | false | |
18,917 | 2026-02-24T15:09:17.769000Z | 2026-02-24T15:09:17.769000Z | Lec. | In a sense, the diversity and equality agenda plays down the issue of conflict, in a manner similar to the human resources approach to diversity | false | true | false | |
18,916 | 2026-02-24T15:09:14.934000Z | 2026-02-24T15:09:14.934000Z | Lec. | Нанимать. human resources. the department of an organization that deals with finding new people to work there, keeping records about all the organization's employees, and helping them with any problems | false | true | false | |
18,915 | 2026-02-24T15:09:11.975000Z | 2026-02-24T15:09:11.975000Z | Lec. | We hired a new secretary last week | false | true | false | |
18,914 | 2026-02-24T15:09:09.206000Z | 2026-02-24T15:09:09.206000Z | Lec. | Разоряться. hire. to begin to employ someone | false | true | false | |
18,913 | 2026-02-24T15:09:06.246000Z | 2026-02-24T15:09:06.246000Z | Lec. | His company went bust, leaving huge debts | false | true | false | |
18,912 | 2026-02-24T15:09:03.523000Z | 2026-02-24T15:09:03.523000Z | Lec. | If a business goes bust, it stops trading because it does not have enough money | false | true | false | |
18,911 | 2026-02-24T15:09:01.096000Z | 2026-02-24T15:09:01.096000Z | Lec. | Увольнять. go bust | false | true | false | |
18,910 | 2026-02-24T15:08:58.471000Z | 2026-02-24T15:08:58.471000Z | Lec. | I was fired for being late | false | true | false | |
18,909 | 2026-02-24T15:08:56.151000Z | 2026-02-24T15:08:56.151000Z | Lec. | Работодатель. fire. to tell someone they must leave their job | false | true | false | |
18,908 | 2026-02-24T15:08:53.779000Z | 2026-02-24T15:08:53.779000Z | Lec. | Furthermore, employers were not merely exerting physical control over the unemployed but were also reasserting control over the dominant economic and social values | false | true | false |
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