Mitigating idiom inconsistency: A multi-Semantic Contrastive Learning Method for Chinese idiom reading comprehension

M Wu, Y Hu, Y Zhang, Z Zhi, G Su, Y Sha - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Chinese idioms pose a significant challenge for machine reading comprehension due to
their metaphorical meanings often diverging from their literal counterparts, leading to …

A Prompt-Based Representation Individual Enhancement Method for Chinese Idiom Reading Comprehension

Y Sha, M Wu, Z Zeng, X Ge, Z Huang… - … Conference on Database …, 2023 - Springer
Chinese idiom is a distinctive language phenomenon, which usually consists of four
Chinese characters and expresses a non-compositional and metaphorical meaning …

Retrospective multi-granularity fusion network for Chinese idiom cloze-style reading comprehension

J Yue, Y Sun, X Bi, Z Chen, Y Zhang - ACM Transactions on Asian and …, 2023 - dl.acm.org
Chinese idiom cloze-style reading comprehension task is of great significance for improving
the machine's ability to understand Chinese idioms, which is one of the essential application …

An understanding-oriented robust machine reading comprehension model

F Ren, Y Liu, B Li, S Liu, B Wang, J Wang… - ACM Transactions on …, 2022 - dl.acm.org
Although existing machine reading comprehension models are making rapid progress on
many datasets, they are far from robust. In this article, we propose an understanding …

Learning and evaluating Chinese idiom embeddings

M Tan, J Jiang - Proceedings of the International Conference on …, 2021 - aclanthology.org
We study the task of learning and evaluating Chinese idiom embeddings. We first construct
a new evaluation dataset that contains idiom synonyms and antonyms. Observing that …

Deep understanding based multi-document machine reading comprehension

F Ren, Y Liu, B Li, Z Wang, Y Guo, S Liu, H Wu… - Transactions on Asian …, 2022 - dl.acm.org
Most existing multi-document machine reading comprehension models mainly focus on
understanding the interactions between the input question and documents, but ignore the …

Evaluating Self-Study Practices and Needs for Chinese Idioms among Upper-Year Students at Ho Chi Minh City University of Education

XT Khai, NN Bao, TNT Anh, NLT Kim… - Journal of World …, 2024 - al-kindipublisher.com
This study aims to investigate the current status and requirements concerning self-studying
Chinese idioms among third-and fourth-year students at Ho Chi Minh City University of …

InDEX: Indonesian Idiom and Expression Dataset for Cloze Test

X Qiu, G Shi - 2022 International Conference on Asian …, 2022 - ieeexplore.ieee.org
We propose InDEX, an Indonesian Idiom and Expression dataset for cloze test. The dataset
contains 10438 unique sentences for 289 idioms and expressions for which we generate 15 …

Chinese idiom understanding with transformer-based pretrained language models

M TAN - 2022 - ink.library.smu.edu.sg
In this dissertation, I study the understanding of Chinese idioms using transformer-based
pretrained language models. By``understanding", I confine the topics to word embeddings …

融合释义与双向交互的成语阅读理解方法研究.

温雪岩, 谷训开, **祯, 黄英来… - Journal of Guangxi …, 2023 - search.ebscohost.com
中文成语有着独特的抽象语义. 在机器阅读理解任务中, 为了解决模型不能充分理解成语含义的
问题, 本文提出一种完形填空式匹配网络. 匹配网络将成语与其词典释义以注意力交互的方式 …