46 citations · 72 across the 6 of their papers we have counts for
6 papers
A Discriminative Entity-Aware Language Model for Virtual Assistants
Mandana Saebi, Ernest Pusateri, Aaksha Meghawat +1
High-quality automatic speech recognition (ASR) is essential for virtual assistants (VAs) to work well. However, ASR often performs poorly on VA requests containing named entities.…
Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
Mandana Saebi, Jian Xu, Salvatore R. Curasi +3
Rapid climate change has wide-ranging implications for the Arctic region, including sea ice loss, increased geopolitical attention, and expanding economic activity, including a dra…
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning
Mandana Saebi, Steven Krieg, Chuxu Zhang +2
Path-based relational reasoning over knowledge graphs has become increasingly popular due to a variety of downstream applications such as question answering in dialogue systems, fa…
HONEM: Learning Embedding for Higher Order Networks
Mandana Saebi, Giovanni Luca Ciampaglia, Lance M Kaplan +1
Representation learning on networks offers a powerful alternative to the oft painstaking process of manual feature engineering, and as a result, has enjoyed considerable success in…
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection
Mandana Saebi, Jian Xu, Lance M. Kaplan +2
Complex systems, represented as dynamic networks, comprise of components that influence each other via direct and/or indirect interactions. Recent research has shown the importance…
A Minimum-Cost Flow Model for Workload Optimization on Cloud Infrastructure
Frederick Nwanganga, Mandana Saebi, Gregory Madey +1
Recent technology advancements in the areas of compute, storage and networking, along with the increased demand for organizations to cut costs while remaining responsive to increas…