3 papers
cs.CL2021
Attacks against Ranking Algorithms with Text Embeddings: a Case Study on Recruitment Algorithms
Anahita Samadi, Debapriya Banerjee, Shirin Nilizadeh
Recently, some studies have shown that text classification tasks are vulnerable to poisoning and evasion attacks. However, little work has investigated attacks against decision mak…
cs.LG2021
Sequential Late Fusion Technique for Multi-modal Sentiment Analysis
Debapriya Banerjee, Fotios Lygerakis, Fillia Makedon
Multi-modal sentiment analysis plays an important role for providing better interactive experiences to users. Each modality in multi-modal data can provide different viewpoints or…
cs.CV2020
A Survey on Contrastive Self-supervised Learning
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh +2
Self-supervised learning has gained popularity because of its ability to avoid the cost of annotating large-scale datasets. It is capable of adopting self-defined pseudo labels as…