Olga Bystrova's Projects
Второе домашнее задание для магистров компьютерной лингвистики
My homeworks for "Deep Learning in NLP" course
Data augmentation for NLP, presented at EMNLP 2019 (with Russian Language support)
Первая домашка для курса DeepNLP в HSE
Homeworks for Compling course for HSE master's programme
Fake News Detector as a New Evaluation Metric for Text GANs
Master Thesis: "Augmentation Methods in NLP for Russian Language"
Practicals from two courses: Introduction to SciComp and Introduction to ML
Homework for Infosearch course
Unofficial implementation of paper "InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER" (https://arxiv.org/pdf/2203.03903v1.pdf)
My LeetCode solutions
Parser for life.ru, provladimir.ru, rbc.ru. For university project on News Headlines
Homeworks for NLP and ML course
Домашние работы по курсу "Автоматическая обработка естественного языка".
Senior NLP Data Scientist
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
A course in reinforcement learning in the wild
Predict score field by text and parent_text fields : https://www.kaggle.com/ehallmar/reddit-comment-score-prediction
Aligning pretrained language models with instruction data generated by themselves.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Whisper realtime streaming for long speech-to-text transcription and translation