Mehrad Moradshahi

According to our database, Mehrad Moradshahi authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues.

Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica Lam

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation.

Mehrad Moradshahi, Sina J. Semnani, Monica Lam

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents.

Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi

CoRR, 2022

ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues.

Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi, Sina J. Semnani, Silei Xu

CoRR, 2022

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems.

Michael Sun, Kaili Huang, Mehrad Moradshahi

CoRR, 2021

2020

Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation.

Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking.

Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Protecting privacy and open competition with Almond: An open-source virtual assistant.

Monica S. Lam, Giovanni Campagna, Silei Xu, Michael Fischer, Mehrad Moradshahi

XRDS, 2019

HUBERT Untangles BERT to Improve Transfer across NLP Tasks.

Mehrad Moradshahi, Hamid Palangi, Monica S. Lam, Paul Smolensky, Jianfeng Gao

CoRR, 2019

Genie: a generator of natural language semantic parsers for virtual assistant commands.

Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam

Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019

2018

Clinical Parameters Prediction for Gait Disorder Recognition.

Soheil Esmaeilzadeh, Ouassim Khebzegga, Mehrad Moradshahi

CoRR, 2018

Language Modeling with Generative AdversarialNetworks.

Mehrad Moradshahi, Utkarsh Contractor

CoRR, 2018

2017

Optical MIMO signal processing for direct-detection mode-division multiplexing.

Karthik Choutagunta, Sercan Ö. Arik, Mehrad Moradshahi, Joseph M. Kahn

Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017