Mehrdad Zakershahrak

According to our database, Mehrdad Zakershahrak authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

A Personalized Reinforcement Learning Summarization Service for Learning Structure from Unstructured Data.

Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak

Proceedings of the IEEE International Conference on Web Services, 2023

Breaking Boundaries: Can a Unified Hardware Abstraction Layer Simplify Transformer Deployments on Edge Devices?

Mehrdad Zakershahrak, Samira Ghodratnama

Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications.

Samira Ghodratnama, Mehrdad Zakershahrak

Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

2021

Intelligent Narrative Summaries: From Indicative to Informative Summarization.

Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak, Fariborz Sobhanmanesh

Big Data Res., 2021

Summary2vec: Learning Semantic Representation of Summaries for Healthcare Analytics.

Samira Ghodratnama, Mehrdad Zakershahrak, Amin Beheshti

Proceedings of the International Joint Conference on Neural Networks, 2021

Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming.

Mehrdad Zakershahrak, Shashank Rao Marpally, Akshay Sharma, Ze Gong, Yu Zhang

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Are We On The Same Page? Hierarchical Explanation Generation for Planning Tasks in Human-Robot Teaming using Reinforcement Learning.

Mehrdad Zakershahrak, Samira Ghodratnama

CoRR, 2020

Extractive Document Summarization Based on Dynamic Feature Space Mapping.

Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak, Fariborz Sobhanmanesh

IEEE Access, 2020

Online Explanation Generation for Planning Tasks in Human-Robot Teaming.

Mehrdad Zakershahrak, Ze Gong, Nikhillesh Sadassivam, Yu Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Am I Rare? an Intelligent Summarization Approach for Identifying Hidden Anomalies.

Samira Ghodratnama, Mehrdad Zakershahrak, Fariborz Sobhanmanesh

Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

Adaptive Summaries: A Personalized Concept-Based Summarization Approach by Learning from Users' Feedback.

Samira Ghodratnama, Mehrdad Zakershahrak, Fariborz Sobhanmanesh

Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

2019

Online Explanation Generation for Human-Robot Teaming.

Mehrdad Zakershahrak, Ze Gong, Yu Zhang

CoRR, 2019

Progressive Explanation Generation for Human-robot Teaming.

Yu Zhang, Mehrdad Zakershahrak

CoRR, 2019

Interactive Plan Explicability in Human-Robot Teaming.

Mehrdad Zakershahrak, Yu Zhang

CoRR, 2019

2018

Interactive Plan Explicability in Human-Robot Teaming.

Mehrdad Zakershahrak, Akshay Sonawane, Ze Gong, Yu Zhang

Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018