7 citations · 27 across the 15 of their papers we have counts for
4 papers · 2 filters
An interpretability framework for Similar case matching
Nankai Lin, Haonan Liu, Jiajun Fang +2
Similar Case Matching (SCM) plays a pivotal role in the legal system by facilitating the efficient identification of similar cases for legal professionals. While previous research…
A BERT-based Unsupervised Grammatical Error Correction Framework
Nankai Lin, Hongbin Zhang, Menglan Shen +3
Grammatical error correction (GEC) is a challenging task of natural language processing techniques. While more attempts are being made in this approach for universal languages like…
Model and Evaluation: Towards Fairness in Multilingual Text Classification
Nankai Lin, Junheng He, Zhenghang Tang +2
Recently, more and more research has focused on addressing bias in text classification models. However, existing research mainly focuses on the fairness of monolingual text classif…
How to choose "Good" Samples for Text Data Augmentation
Xiaotian Lin, Nankai Lin, Yingwen Fu +2
Deep learning-based text classification models need abundant labeled data to obtain competitive performance. Unfortunately, annotating large-size corpus is time-consuming and labor…