In all cases, feedback variables \(f_{k}\) are counts (feedback aggregates), which are commonly found across social and general media datasets. We start with authorship prediction, then turn to feedback prediction. We compare performance of the model by reproducing multiple previous studies ...
By leveraging pre-trained models and fine-tuning them on new datasets, the model can quickly incorporate new modalities or data sources, such as new social media platforms or emerging languages, without extensive retraining. Impact on Scalability: Transfer learning enhances the scalability of the ...
contexts, Karan and Snajder [19] studied the cross-domain use of abusive language in different online contexts, but they did not investigate hate between multiple online social media platforms. Park and Fung [59] used two datasets, but both were from Twitter. Mishra et al. [15] used Twitt...
Twitter Paraphrase Corpus -https://github.com/jpcorb20/bet-backtranslation-paraphrase-experiment/tree/master/datasets Fact Checking On the Role of Images for Analyzing Claims in Social Media -https://zenodo.org/record/4592249 Covid 19 claim detection -https://github.com/LCS2-IIITD/LESA-EACL-20...
More and more tourists are sharing their experiences on their social media through a combination of photos, texts, and hashtags. But there is a scarcity of studies in literature on analyzing tourists’ visual content in relation to tourism destinations.
This paper considers the task of personality prediction using social media text data. Personality datasets with conventional personality labels are few, an... SJ Johnson,MR Murty - 《Journal of Scientific & Industrial Research》 被引量: 0发表: 2023年 A deep learning approach to text-based person...
This paper presents a social media data analysis framework applied to multiple datasets. The method developed uses machine learning classifiers, where filtering binary classifiers based on deep bidirectional neural networks are trained on benchmark datasets of disaster responses for earthquakes and floods ...
Essays: [James W. Pennebaker, Laura A. King]. ([Year & Month of dataset creation]). [Essays], [Version 1]. Retrieved [18-08-2022] from [essays.csv | Kaggle]. (https://www.kaggle.com/datasets/manjarinandimajumdar/essayscsv)MyPersonality: The dataset was collected from Facebook by Dav...
We also performed the same model setting used for the Malayalam and Hindi datasets on Tamil, English, and Tamil–English datasets to analyze the performance of homophobia and transphobia texts. Malayalam (ISO 639-3: mal) is a Dravidian language with a high level of agglutination. It evolved ...
Robin I.M. Dunbar, in Online Social Networks and Media, 2017 1 Introduction Online Social Networks (OSNs) such as Facebook and Twitter have introduced radically novel means of interactions among people, which quickly became extremely popular. Complementing more traditional ‘offline’ means of ...