1.2k citations · 1.4k across the 19 of their papers we have counts for
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Gradient-based Intra-attention Pruning on Pre-trained Language Models
Ziqing Yang, Yiming Cui, Xin Yao +1
Pre-trained language models achieve superior performance but are computationally expensive. Techniques such as pruning and knowledge distillation have been developed to reduce thei…
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection
Zheng Chu, Ziqing Yang, Yiming Cui +2
The same multi-word expressions may have different meanings in different sentences. They can be mainly divided into two categories, which are literal meaning and idiomatic meaning.…
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity
Zihang Xu, Ziqing Yang, Yiming Cui +1
This paper describes our system designed for SemEval-2022 Task 8: Multilingual News Article Similarity. We proposed a linguistics-inspired model trained with a few task-specific st…
TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models
Ziqing Yang, Yiming Cui, Zhigang Chen
Pre-trained language models have been prevailed in natural language processing and become the backbones of many NLP tasks, but the demands for computational resources have limited…
PERT: Pre-training BERT with Permuted Language Model
Yiming Cui, Ziqing Yang, Ting Liu
Pre-trained Language Models (PLMs) have been widely used in various natural language processing (NLP) tasks, owing to their powerful text representations trained on large-scale cor…
Structure of test magnetic fields and charged particle motion around the Hayward spacetime
Ziou Yang, Yen-Kheng Lim
A configuration of a test magnetic field in Hayward spacetime is obtained by solving Maxwell's equation with the Hayward metric as the background. The magnetic field lines show a d…
Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training
Ziqing Yang, Yiming Cui, Zhigang Chen +1
Multilingual pre-trained language models (MPLMs) not only can handle tasks in different languages but also exhibit surprising zero-shot cross-lingual transferability. However, MPLM…
CINO: A Chinese Minority Pre-trained Language Model
Ziqing Yang, Zihang Xu, Yiming Cui +4
Multilingual pre-trained language models have shown impressive performance on cross-lingual tasks. It greatly facilitates the applications of natural language processing on low-res…