Contrastive learning approach to word-in-context task for low-resource languages

• المؤلفون الرئيسيون: LO, Pei-Chi, LEE, Yang-Yin, CHEN, Hsien-Hao, KWEE, Agus Trisnajaya, LIM, Ee-peng
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2023
• الموضوعات: Databases and Information Systems; Programming Languages and Compilers
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/8327; https://ink.library.smu.edu.sg/context/sis_research/article/9330/viewcontent/014_Contrastive_poster.pdf
• المؤسسة: Singapore Management University

Word in context (WiC) task aims to determine whether a target word’s occurrences in two sentences share the same sense. In this paper, we propose a Contrastive Learning WiC (CLWiC) framework to improve the learning of sentence/word representations and classification of target word senses in the sent...