[PDF][PDF] Mix before align: towards zero-shot cross-lingual sentiment analysis via soft-mix and multi-view learning
Due to the insufficient sentiment corpus in many languages, recent studies have proposed
cross-lingual sentiment analysis to adapt sentiment analysis models from rich-resource …
cross-lingual sentiment analysis to adapt sentiment analysis models from rich-resource …
Transformers go for the LOLs: Generating (humourous) titles from scientific abstracts end-to-end
We consider the end-to-end abstract-to-title generation problem, exploring seven recent
transformer based models (including ChatGPT) fine-tuned on more than 30k abstract-title …
transformer based models (including ChatGPT) fine-tuned on more than 30k abstract-title …
Sentiment Classification of Cryptocurrency-Related Social Media Posts
M Kulakowski, F Frasincar - IEEE Intelligent Systems, 2023 - ieeexplore.ieee.org
Many researchers agree that sentiment analysis can improve the performance of
quantitative trading models. We develop two off-the-shelf solutions for analyzing the …
quantitative trading models. We develop two off-the-shelf solutions for analyzing the …
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research
Research in natural language processing (NLP) for Computational Social Science (CSS)
heavily relies on data from social media platforms. This data plays a crucial role in the …
heavily relies on data from social media platforms. This data plays a crucial role in the …
用于小样本跨语言文本分类的元对比学习框架
郭建铭， 赵彧然， 刘功申 - 网络与信息安全学报, 2024 - infocomm-journal.com
众多的安全风控问题均为文本分类问题, 国际场景下的舆情分析等风控问题涉及多种语言,
是一大难点. 先前的研究表明, 通过跨语言语义知识迁移可以显著提高小样本文本分类任务的 …
是一大难点. 先前的研究表明, 通过跨语言语义知识迁移可以显著提高小样本文本分类任务的 …