Joongmin Shin

Publications / Journals

Multi-Paragraph Machine Reading Comprehension with Hybrid Reader over Tables and Text

Applied Artificial Intelligence 38(1), Taylor & Francis · Jun 2024

Sanghyun Cho*, SeongReol Park, Hye-Lynn Kim, Jung-Hun Lee, Joongmin Shin, Hyuk-Chul Kwon

Paper

Multi-Paragraph Machine Reading Comprehension architecture
Multi-Paragraph Machine Reading Comprehension architecture — click to open the full-resolution figure.

Abstract

Research on a hybrid reader model capable of processing both text and tables, enabling effective handling of both types of data while maintaining the performance of existing pre-trained models.

Key Contribution

Hybrid reader model that jointly processes text and tables for multi-paragraph machine reading comprehension.

table QAreading comprehensionhybrid model