Publications

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

Jun 2024 — Applied Artificial Intelligence (An International Journal)

Journals

Authors

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

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.

Architecture

Multi-Paragraph Machine Reading Comprehension architecture
Multi-Paragraph Machine Reading Comprehension architecture

Links