Saleh Soltan

According to our database, Saleh Soltan authored at least 32 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning.

Amani Namboori, Shivam Mangale, Andy Rosenbaum, Saleh Soltan

CoRR, 2024

2023

Sampling bias in NLU models: Impact and Mitigation.

Zefei Li, Anil Ramakrishna, Anna Rumshisky, Andy Rosenbaum, Saleh Soltan, Rahul Gupta

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models.

Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky, Wael Hamza

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

2022

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.

Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing.

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Marco Damonte, Isabel Groves, Amir Saffari

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

A Hybrid Approach to Cross-lingual Product Review Summarization.

Saleh Soltan, Victor Soto, Ke Tran, Wael Hamza

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

CGF: Constrained Generation Framework for Query Rewriting in Conversational AI.

Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging.

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley, Markus Boese

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Limitations of Knowledge Distillation for Zero-shot Transfer Learning.

Saleh Soltan, Haidar Khan, Wael Hamza

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

2020

Protecting the Grid Against MAD Attacks.

Saleh Soltan, Prateek Mittal, H. Vincent Poor

IEEE Trans. Netw. Sci. Eng., 2020

Doubly Balanced Connected Graph Partitioning.

Saleh Soltan, Mihalis Yannakakis, Gil Zussman

ACM Trans. Algorithms, 2020

Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding.

Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

2019

REACT to Cyber Attacks on Power Grids.

Saleh Soltan, Mihalis Yannakakis, Gil Zussman

IEEE Trans. Netw. Sci. Eng., 2019

EXPOSE the Line Failures Following a Cyber-Physical Attack on the Power Grid.

Saleh Soltan, Gil Zussman

IEEE Trans. Control. Netw. Syst., 2019

A Learning-Based Method for Generating Synthetic Power Grids.

Saleh Soltan, Alexander Loh, Gil Zussman

IEEE Syst. J., 2019

2018

Comparing the Effects of Failures in Power Grids Under the AC and DC Power Flow Models.

Hale Cetinay, Saleh Soltan, Fernando A. Kuipers, Gil Zussman, Piet Van Mieghem

IEEE Trans. Netw. Sci. Eng., 2018

Power Grid State Estimation Following a Joint Cyber and Physical Attack.

Saleh Soltan, Mihalis Yannakakis, Gil Zussman

IEEE Trans. Control. Netw. Syst., 2018

Analyzing and Quantifying the Effect of k-Line Failures in Power Grids.

Saleh Soltan, Alexander Loh, Gil Zussman

IEEE Trans. Control. Netw. Syst., 2018

REACT to Cyber-Physical Attacks on Power grids (Extended Abstract).

Saleh Soltan, Mihalis Yannakakis, Gil Zussman

SIGMETRICS Perform. Evaluation Rev., 2018

A study of cascading failures in real and synthetic power grid topologies.

Russell Spiewak, Saleh Soltan, Yakir Forman, Sergey V. Buldyrev, Gil Zussman

Netw. Sci., 2018

Protecting the Grid against IoT Botnets of High-Wattage Devices.

Saleh Soltan, Prateek Mittal, H. Vincent Poor

CoRR, 2018

BlackIoT: IoT Botnet of High Wattage Devices Can Disrupt the Power Grid.

Saleh Soltan, Prateek Mittal, H. Vincent Poor

Proceedings of the 27th USENIX Security Symposium, 2018

2017

Computational and Analytical Tools for Resilient and Secure Power Grids.

Saleh Soltan

PhD thesis, 2017

Analysis of Failures in Power Grids.

Saleh Soltan, Dorian Mazauric, Gil Zussman

IEEE Trans. Control. Netw. Syst., 2017

Algorithms for Power Grid State Estimation after Cyber-Physical Attacks.

Saleh Soltan, Gil Zussman

SIGMETRICS Perform. Evaluation Rev., 2017

Analyzing Cascading Failures in Power Grids under the AC and DC Power Flow Models.

Hale Cetinay, Saleh Soltan, Fernando A. Kuipers, Gil Zussman, Piet Van Mieghem

SIGMETRICS Perform. Evaluation Rev., 2017

2015

Generation of Synthetic Spatially Embedded Power Grid Networks.

Saleh Soltan, Gil Zussman

CoRR, 2015

Joint Cyber and Physical Attacks on Power Grids: Graph Theoretical Approaches for Information Recovery.

Saleh Soltan, Mihalis Yannakakis, Gil Zussman

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

2014

Cascading failures in power grids: analysis and algorithms.

Saleh Soltan, Dorian Mazauric, Gil Zussman

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

2013

Computational analysis of cascading failures in power networks.

Dorian Mazauric, Saleh Soltan, Gil Zussman

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2013