Maryam Fazel-Zarandi

According to our database, Maryam Fazel-Zarandi authored at least 27 papers between 2007 and 2024.

Collaborative distances:

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

2024

Scaling Speech Technology to 1, 000+ Languages.

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli

J. Mach. Learn. Res., 2024

Self-Taught Evaluators.

Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li

CoRR, 2024

2023

PathFinder: Guided Search over Multi-Step Reasoning Paths.

Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz

CoRR, 2023

DOMINO: A Dual-System for Multi-step Visual Language Reasoning.

Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi

CoRR, 2023

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning.

Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan

CoRR, 2023

Shepherd: A Critic for Language Model Generation.

Tianlu Wang, Ping Yu, Xiaoqing Ellen Tan, Sean O'Brien, Ramakanth Pasunuru, Jane Dwivedi-Yu, Olga Golovneva, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz

CoRR, 2023

Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis.

Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux

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

ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning.

Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Cocktail Hubert: Generalized Self-Supervised Pre-Training for Mixture and Single-Source Speech.

Maryam Fazel-Zarandi, Wei-Ning Hsu

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Logical Reasoning for Task Oriented Dialogue Systems.

Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone, Prakash Krishnan, Siddhartha Reddy Jonnalagadda

CoRR, 2022

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems.

Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems.

Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tür, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Ishwar Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

2020

Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems.

Chien-Wei Lin, Vincent Auvray, Daniel Elkind, Arijit Biswas, Maryam Fazel-Zarandi, Nehal Belgamwar, Shubhra Chandra, Matt Zhao, Angeliki Metallinou, Tagyoung Chung, Charlie Shucheng Zhu, Suranjit Adhikari, Dilek Hakkani-Tür

CoRR, 2020

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors.

Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos

CoRR, 2020

2019

Towards Personalized Dialog Policies for Conversational Skill Discovery.

Maryam Fazel-Zarandi, Sampat Biswas, Ryan Summers, Ahmed Elmalt, Andy McCraw, Michael McPhilips, John Peach

CoRR, 2019

Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery.

Maryam Fazel-Zarandi, Longshaokan Wang, Aditya Tiwari, Spyros Matsoukas

CoRR, 2019

2017

Learning Robust Dialog Policies in Noisy Environments.

Maryam Fazel-Zarandi, Shang-Wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard

CoRR, 2017

2014

Representing and Reasoning about Skills and Competencies over Time.

Maryam Fazel-Zarandi

PhD thesis, 2014

2013

Inferring and validating skills and competencies over time.

Maryam Fazel-Zarandi, Mark S. Fox

Appl. Ontology, 2013

Identifying unreliable sources of skill and competency information.

Maryam Fazel-Zarandi, Mark S. Fox

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

An Ontology for Skill and Competency Management.

Maryam Fazel-Zarandi, Mark S. Fox

Proceedings of the Formal Ontology in Information Systems, 2012

2011

Expert recommendation based on social drivers, social network analysis, and semantic data representation.

Maryam Fazel-Zarandi, Hugh J. Devlin, Yun Huang, Noshir Contractor

Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2011

Constructing expert profiles over time for skills management and expert finding.

Maryam Fazel-Zarandi, Mark S. Fox

Proceedings of the I-KNOW 2011, 2011

2010

Reasoning about Skills and Competencies.

Maryam Fazel-Zarandi, Mark S. Fox

Proceedings of the Collaborative Networks for a Sustainable World, 2010

2008

Ontology-Based Expertise Finding.

Maryam Fazel-Zarandi, Eric S. K. Yu

Proceedings of the Practical Aspects of Knowledge Management, 7th International Conference, 2008

The Effect of Internet Usage on Interpersonal Relationships: A Case Study.

Susan Bastani, Maryam Fazel-Zarandi

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

2007

Robust parsing for word lattices in Continuous Speech Recognition systems.

Saeedeh Momtazi, Hossein Sameti, Maryam Fazel-Zarandi, Mohammad Bahrani

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007