Russian Multi-Sentence Reading Comprehension Task

A solutions for NTI Contest by @otter18

Description

bert_base_multilingual_cased.ipynb - simpletransformers.ClassificationModel
RuBERT.ipynb - RuBERT model (code is similar to bert_base_multilingual_cased.ipynb)
sentence_RuBERT.ipynb - sentence_RuBERT model (code is similar to bert_base_multilingual_cased.ipynb)
bert&pytorch.ipynb - custom nn.Module with BertTokenizer and linear layer
sberbank_ai_gpt3.ipynb - unsuccessful (so far) attempt to use sberbank-ai/rugpt3small_based_on_gpt2 model

tg_logger (useful for Google Colab because it resets the VM frequently), [pypi], [repo]

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
data		data
ensemble		ensemble
LICENSE		LICENSE
README.md		README.md
RuBERT.ipynb		RuBERT.ipynb
bert&pytorch.ipynb		bert&pytorch.ipynb
bert_base_multilingual_cased.ipynb		bert_base_multilingual_cased.ipynb
sberbank_ai_gpt3.ipynb		sberbank_ai_gpt3.ipynb
sentence_RuBERT.ipynb		sentence_RuBERT.ipynb