From Dataset Recycling to Multi-Property Extraction and Beyond

Understand

This paper investigates various Transformer architectures on the WikiReading Information Extraction and Machine Reading Comprehension dataset.

• The proposed dual-source model outperforms the current state-of-the-art by a large margin.
• Next, we introduce WikiReading Recycled-a newly developed public dataset and the task of multiple property extraction.
• It uses the same data as WikiReading but does not inherit its predecessor's identified disadvantages.