Hi! My name is Ilya Gusev.
I am interested in text generation, looking forward to learning more about reinforcement learning, text-to-speech, and other fascinating things. If you need help with any of my projects or you would like to collaborate, do not hesitate to contact me.
How to reach me: @YallenGusev at Telegram.
My Telegram channel: @senior_augur.
Projects:
- pingpong, benchmark for role-playing LLMs
- saiga_bot, Telegram bot supporting different LLMs
- saiga, training code for Saiga language models
- purano, news clustering system in Python
- aika, amateur level chess engine
- tgcontest, news clustering system in C++
- summarus, models for abstractive and extractive summarization
- rnnmorph, morphological analyzer for Russian
- russ, library for Russian word stress detection
- rupo, library for analysis and generation of poems in Russian
Articles:
- habr, О «раздутом пузыре» нейросетей
- notion, Yet another language model?
- medium, Poems, Flowers, and Dragons at EMNLP 2022
- medium, News Aggregator in 2 weeks
- notion, Beyond OpenAI CLIP
- habr, Цикл про автоматическое реферирование
- habr, Извлекаем суть новости. Опыт Яндекса
- habr, Новостной агрегатор за две недели
- habr, Как научить свою нейросеть анализировать морфологию
- youtube, Как научить нейросеть генерировать стихи
- habr, Как научить свою нейросеть генерировать стихи
Papers:
- Russian Texts Detoxification with Levenshtein Editing, repo
- HeadlineCause: A Dataset of News Headlines for Detecting Causalities, repo
- Russian News Clustering and Headline Selection Shared Task, repo
- Advances of Transformer-Based Models for News Headline Generation
- Dataset for Automatic Summarization of Russian News, repo
- Importance of copying mechanism for news headline generation
- Improving part-of-speech tagging via multi-task learning and character-level word representations
Links:
- Google Scholar: link
- Orchid ID: 0000-0002-8930-729X
- Donat (from Russia): link
- Donate (not from Russia): link