Mehrad Moradshahi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Language Modeling

Dialogue System

Semantic Parser

Intelligent Assistant

Top Venues

Publications

Andrew H. Lee, Sina J. Semnani, Galo Castillo-López, Gaël de Chalendar, Monojit Choudhury, Ashna Dua, Kapil Rajesh Kavitha, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Alexis Lombard, Mehrad Moradshahi, Gihyun Park, Nasredine Semmar, Jiwon Seo, Tianhao Shen, Manish Shrivastava, Deyi Xiong, Monica S. Lam
Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents. CoRR (2024)
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
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. CoRR (2023)
Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica Lam
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues. EACL (2023)
Mehrad Moradshahi, Sina J. Semnani, Monica S. Lam
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation. CoRR (2023)
Mehrad Moradshahi, Sina J. Semnani, Monica Lam
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation. EACL (2023)
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
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. ACL (Findings) (2023)
Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi, Sina J. Semnani, Silei Xu
ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues. CoRR (2022)
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, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi
Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. CoRR (2022)
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
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. EMNLP (2022)
Michael Sun, Kaili Huang, Mehrad Moradshahi
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems. CoRR (2021)
Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica S. Lam
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues. CoRR (2021)
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking. CoRR (2020)
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking. ACL (2020)
Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. CoRR (2020)
Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. EMNLP (1) (2020)
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands. CoRR (2019)
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam
Genie: a generator of natural language semantic parsers for virtual assistant commands. PLDI (2019)
Monica S. Lam, Giovanni Campagna, Silei Xu, Michael Fischer, Mehrad Moradshahi
Protecting privacy and open competition with Almond: An open-source virtual assistant. XRDS 26 (1) (2019)
Mehrad Moradshahi, Hamid Palangi, Monica S. Lam, Paul Smolensky, Jianfeng Gao
HUBERT Untangles BERT to Improve Transfer across NLP Tasks. CoRR (2019)
Mehrad Moradshahi, Utkarsh Contractor
Language Modeling with Generative AdversarialNetworks. CoRR (2018)
Soheil Esmaeilzadeh, Ouassim Khebzegga, Mehrad Moradshahi
Clinical Parameters Prediction for Gait Disorder Recognition. CoRR (2018)
Karthik Choutagunta, Sercan Ö. Arik, Mehrad Moradshahi, Joseph M. Kahn
Optical MIMO signal processing for direct-detection mode-division multiplexing. ICTON (2017)