Xiaoyue Wang


Getting the Most out of Simile Recognition
Xiaoyue Wang | Linfeng Song | Xin Liu | Chulun Zhou | Hualin Zeng | Jinsong Su
Findings of the Association for Computational Linguistics: EMNLP 2022

Simile recognition involves two subtasks: simile sentence classification that discriminates whether a sentence contains simile, and simile component extraction that locates the corresponding objects (i.e., tenors and vehicles).Recent work ignores features other than surface strings and suffers from the data hunger issue.We explore expressive features for this task to help achieve more effective data utilization.In particular, we study two types of features: 1) input-side features that include POS tags, dependency trees and word definitions, and 2) decoding features that capture the interdependence among various decoding decisions.We further construct a model named HGSR, which merges the input-side features as a heterogeneous graph and leverages decoding features via distillation.Experiments show that HGSR significantly outperforms the current state-of-the-art systems and carefully designed baselines, verifying the effectiveness of introduced features. We will release our code upon paper acceptance.


GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation
Hongye Tan | Xiaoyue Wang | Yu Ji | Ru Li | Xiaoli Li | Zhiwei Hu | Yunxiao Zhao | Xiaoqi Han
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021


多模块联合的阅读理解候选句抽取(Evidence sentence extraction for reading comprehension based on multi-module)
Yu Ji (吉宇) | Xiaoyue Wang (王笑月) | Ru Li (李茹) | Shaoru Guo (郭少茹) | Yong Guan (关勇)
Proceedings of the 19th Chinese National Conference on Computational Linguistics