Optical MIMO signal processing for direct-detection mode-division multiplexing. - Karthik Choutagunta; Sercan Ö. Arik; Mehrad Moradshahi; Joseph M. Kahn (ICTON, 2017)

Language Modeling with Generative AdversarialNetworks. - Mehrad Moradshahi; Utkarsh Contractor (CoRR, 2018)

Clinical Parameters Prediction for Gait Disorder Recognition. - Soheil Esmaeilzadeh; Ouassim Khebzegga; Mehrad Moradshahi (CoRR, 2018)

Genie: a generator of natural language semantic parsers for virtual assistant commands. - Giovanni Campagna; Silei Xu; Mehrad Moradshahi; Richard Socher; Monica S. Lam (PLDI, 2019)

HUBERT Untangles BERT to Improve Transfer across NLP Tasks. - Mehrad Moradshahi; Hamid Palangi; Monica S. Lam; Paul Smolensky; Jianfeng Gao 001 (CoRR, 2019)

Protecting privacy and open competition with Almond: An open-source virtual assistant. - Monica S. Lam; Giovanni Campagna; Silei Xu; Michael Fischer 010; Mehrad Moradshahi (XRDS, 2019)

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking. - Giovanni Campagna; Agata Foryciarz; Mehrad Moradshahi; Monica S. Lam (ACL, 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 (EMNLP (1), 2020)

Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems. - Michael Sun; Kaili Huang; Mehrad Moradshahi (CoRR, 2021)

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; et al. (EMNLP, 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)

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; et al. (CoRR, 2022)

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 002; et al. (ACL (Findings), 2023)

Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation. - Mehrad Moradshahi; Sina J. Semnani; Monica Lam 001 (EACL, 2023)

Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues. - Mehrad Moradshahi; Victoria Tsai; Giovanni Campagna; Monica Lam 001 (EACL, 2023)

Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents. - 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; et al. (CoRR, 2024)