7 citations · 27 across the 15 of their papers we have counts for
7 papers · 1 filter
An Effective Deployment of Contrastive Learning in Multi-label Text Classification
Nankai Lin, Guanqiu Qin, Jigang Wang +2
The effectiveness of contrastive learning technology in natural language processing tasks is yet to be explored and analyzed. How to construct positive and negative samples correct…
A Chinese Spelling Check Framework Based on Reverse Contrastive Learning
Nankai Lin, Hongyan Wu, Sihui Fu +2
Chinese spelling check is a task to detect and correct spelling mistakes in Chinese text. Existing research aims to enhance the text representation and use multi-source information…
An Analysis of the Differences Among Regional Varieties of Chinese in Malay Archipelago
Nankai Lin, Sihui Fu, Hongyan Wu +1
Chinese features prominently in the Chinese communities located in the nations of Malay Archipelago. In these countries, Chinese has undergone the process of adjustment to the loca…
A New Evaluation Method: Evaluation Data and Metrics for Chinese Grammar Error Correction
Nankai Lin, Xiaotian Lin, Ziyu Yang +1
As a fundamental task in natural language processing, Chinese Grammatical Error Correction (CGEC) has gradually received widespread attention and become a research hotspot. However…
Yunshan Cup 2020: Overview of the Part-of-Speech Tagging Task for Low-resourced Languages
Yingwen Fu, Jinyi Chen, Nankai Lin +3
The Yunshan Cup 2020 track focused on creating a framework for evaluating different methods of part-of-speech (POS). There were two tasks for this track: (1) POS tagging for the In…
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition
Yingwen Fu, Nankai Lin, Ziyu Yang +1
Cross-lingual Named Entity Recognition (NER) has recently become a research hotspot because it can alleviate the data-hungry problem for low-resource languages. However, few resear…
CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis
Nankai Lin, Yingwen Fu, Xiaotian Lin +2
As an extensive research in the field of natural language processing (NLP), aspect-based sentiment analysis (ABSA) is the task of predicting the sentiment expressed in a text relat…