ilyagusev / gazeta Goto Github PK

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:

• rulm, language models for Russian
• 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