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cs.CL2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets
Shima Foolad, Kourosh Kiani, Razieh Rastgoo
This paper provides a thorough examination of recent developments in the field of multi-choice Machine Reading Comprehension (MRC). Focused on benchmark datasets, methodologies, ch…
cs.CL2023
Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model
Shima Foolad, Kourosh Kiani
Despite the significant progress made by transformer models in machine reading comprehension tasks, they still fall short in handling complex reasoning tasks due to the absence of…
cs.CL2023
LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension
Shima Foolad, Kourosh Kiani
Incorporating prior knowledge can improve existing pre-training models in cloze-style machine reading and has become a new trend in recent studies. Notably, most of the existing mo…