A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers

no code implementations • ICNLSP 2021 • Mehrdad Nasser, Mohamad Bagher Sajadi, Behrouz Minaei-Bidgoli

In the proposed method, we limit the number of sentences in a batch by randomly sampling sentences from the bags in the batch.

Multiple Instance Learning Relation +3

PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction

no code implementations • 13 May 2020 • Majid Asgari-Bidhendi, Mehrdad Nasser, Behrooz Janfada, Behrouz Minaei-Bidgoli

The main motivations of this research stem from a lack of a dataset for relation extraction in the Persian language as well as the necessity of extracting knowledge from the growing big-data in the Persian language for different applications.

Knowledge Base Population Relation +2