research
∙
07/18/2023
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media
We present the Multi-Modal Discussion Transformer (mDT), a novel multi-m...
share
research
∙
02/10/2023
CREDENCE: Counterfactual Explanations for Document Ranking
Towards better explainability in the field of information retrieval, we ...
research
∙
01/25/2023
Qualitative Analysis of a Graph Transformer Approach to Addressing Hate Speech: Adapting to Dynamically Changing Content
Our work advances an approach for predicting hate speech in social media...
research
∙
01/10/2023
Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context
We propose a system to predict harmful discussions on social media platf...
research
∙
05/27/2022
FedFormer: Contextual Federation with Attention in Reinforcement Learning
A core issue in federated reinforcement learning is defining how to aggr...
research
∙
03/18/2022
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification
We propose GRS: an unsupervised approach to sentence simplification that...
research
∙
05/25/2021
Climate Action During COVID-19 Recovery and Beyond: A Twitter Text Mining Study
The Coronavirus pandemic created a global crisis that prompted immediate...
research
∙
05/17/2021
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies
Functional Dependencies (FDs) define attribute relationships based on sy...
research
∙
01/17/2021
Real-Time LSM-Trees for HTAP Workloads
Real-time data analytics systems such as SAP HANA, MemSQL, and IBM Wildf...
research
∙
01/06/2021
Efficient Discovery of Approximate Order Dependencies
Order dependencies (ODs) capture relationships between ordered domains o...
research
∙
06/17/2020
Iterative Edit-Based Unsupervised Sentence Simplification
We present a novel iterative, edit-based approach to unsupervised senten...
research
∙
05/28/2020
Discovering Domain Orders through Order Dependencies
Much real-world data come with explicitly defined domain orders; e.g., l...
research
∙
10/16/2019
Consentio: Managing Consent to Data Access using Permissioned Blockchains
The increasing amount of personal data is raising serious issues in the ...
research
∙
06/26/2019
XOX Fabric: A hybrid approach to transaction execution
Performance and scalability are a major concern for blockchain systems t...
research
∙
05/06/2019
Errata Note: Discovering Order Dependencies through Order Compatibility
A number of extensions to the classical notion of functional dependencie...
research
∙
03/12/2019
Distributed Dependency Discovery
We analyze the problem of discovering dependencies from distributed big ...
research
∙
01/03/2019