Relation Extraction in Russian

This repository contains the resources, notebooks for fine-tuning and results of working with sota models (for the start of 2023) for relation extraction tasks in Russian:

Document level relation extraction

Data:

• The data provided by NEREL authors were converted to the docred format using notebook

• The final version of the data for document level RE will be published separately (to get access, you can contact by mail)

Models:

• DREEAM
• DocUNET

Here you can download some fine-tuned models.

Article:

"Document level relation extraction in Russian" (presented at the AIST-2023, the preprint will be linked here once it is available)

Sentence level with nested entities

Data:

• NEREL

Related Article

Approaches to Relation Extraction for Nested Named Entities