Search Results - "Abdali, Sara"

Multilinear (Tensor) Algebra Framework for Misinformation Detection with Limited Supervision by Abdali, Sara

“…Identifying misinformation is one of the most challenging problems in today's interconnected world. The vast majority of the state-of-the-art in detecting…”
Get full text

Semi-supervised Content-Based Detection of Misinformation via Tensor Embeddings by Guacho, Gisel Bastidas, Abdali, Sara, Shah, Neil, Papalexakis, Evangelos E.

“…Fake news may be intentionally created to promote economic, political and social interests, and can lead to negative impacts on humans beliefs and decisions…”
Get full text

Semi-supervised content-based detection of misinformation via tensor embeddings by Guacho, Gisel Bastidas, Abdali, Sara, Shah, Neil, Papalexakis, Evangelos E.

“…Fake news may be intentionally created to promote economic, political and social interests, and can lead to negative impacts on humans beliefs and decisions…”
Get full text

Can LLMs be Fooled? Investigating Vulnerabilities in LLMs by Abdali, Sara, He, Jia, Barberan, CJ, Anarfi, Richard

“…The advent of Large Language Models (LLMs) has garnered significant popularity and wielded immense power across various domains within Natural Language…”
Get full text

Data Generation Using Large Language Models for Text Classification: An Empirical Case Study by Li, Yinheng, Bonatti, Rogerio, Abdali, Sara, Wagle, Justin, Koishida, Kazuhito

“…Using Large Language Models (LLMs) to generate synthetic data for model training has become increasingly popular in recent years. While LLMs are capable of…”
Get full text

Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices by Abdali, Sara, Anarfi, Richard, Barberan, CJ, He, Jia

“…Large language models (LLMs) have significantly transformed the landscape of Natural Language Processing (NLP). Their impact extends across a diverse spectrum…”
Get full text

Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning by Abdali, Sara, Parikh, Anjali, Lim, Steve, Kiciman, Emre

“…Microsoft Windows Feedback Hub is designed to receive customer feedback on a wide variety of subjects including critical topics such as power and battery…”
Get full text

Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities by Abdali, Sara, shaham, Sina, Krishnamachari, Bhaskar

“…As social media platforms are evolving from text-based forums into multi-modal environments, the nature of misinformation in social media is also transforming…”
Get full text

Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text by Abdali, Sara, Anarfi, Richard, Barberan, CJ, He, Jia

“…Large Language Models (LLMs) have revolutionized the field of Natural Language Generation (NLG) by demonstrating an impressive ability to generate human-like…”
Get full text

KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection by Abdali, Sara, Shah, Neil, Papalexakis, Evangelos E

“…Second International TrueFact Workshop 2020: Making a Credible Web for Tomorrow Graphs are one of the most efficacious structures for representing datapoints…”
Get full text

Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition by Abdali, Sara, Shah, Neil, Papalexakis, Evangelos E

“…Distinguishing between misinformation and real information is one of the most challenging problems in today's interconnected world. The vast majority of the…”
Get full text

Deepfake Representation with Multilinear Regression by Abdali, Sara, Vasilescu, M. Alex O, Papalexakis, Evangelos E

“…Generative neural network architectures such as GANs, may be used to generate synthetic instances to compensate for the lack of real data. However, they may be…”
Get full text

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale by Bonatti, Rogerio, Zhao, Dan, Bonacci, Francesco, Dupont, Dillon, Abdali, Sara, Li, Yinheng, Lu, Yadong, Wagle, Justin, Koishida, Kazuhito, Bucker, Arthur, Jang, Lawrence, Hui, Zack

“…Large language models (LLMs) show remarkable potential to act as computer agents, enhancing human productivity and software accessibility in multi-modal tasks…”
Get full text

Speech/music separation using non-negative matrix factorization with combination of cost functions by Nasersharif, Babak, Abdali, Sara

“…A solution for separating speech from music signal as a single channel source separation is Non-negative Matrix Factorization (NMF). In this approach…”
Get full text

Identifying Misinformation from Website Screenshots by Abdali, Sara, Gurav, Rutuja, Menon, Siddharth, Fonseca, Daniel, Entezari, Negin, Shah, Neil, Papalexakis, Evangelos E

“…The International AAAI Conference on Web and Social Media (ICWSM) 2021 Can the look and the feel of a website give information about the trustworthiness of an…”
Get full text

Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings by Guacho, Gisel Bastidas, Abdali, Sara, Shah, Neil, Papalexakis, Evangelos E

“…Fake news may be intentionally created to promote economic, political and social interests, and can lead to negative impacts on humans beliefs and decisions…”
Get full text