Elnaz Nouri

Senior Applied Scientist

Publications

Afficher par:

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication
Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Interaction homme-ordinateur | November 2022

Publication

GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao

May 2022

Publication Github Projet

Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection

Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni, Elnaz Nouri

ACL 2022 | May 2022

Publication
Microtask Detection

Ryen W. White, Elnaz Nouri, James Woffinden-Luey, Mark Encarnación, Sujay Kumar Jauhar

ACM Transactions on Information Systems | January 2021, Vol 1(1)

PDF Publication
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication

Reparameterized Variational Divergence Minimization for Stable Imitation

Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan

July 2020

Publication

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks.

Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

2020 Meeting of the Association for Computational Linguistics | June 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Projet

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI
Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet
Toward Scalable Neural Dialogue State Tracking Model

Elnaz Nouri, Ehsan Hosseini-Asl

Neurips | December 2018

Publication

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao

May 2022

Publication Github Projet

Microtask Detection

Ryen W. White, Elnaz Nouri, James Woffinden-Luey, Mark Encarnación, Sujay Kumar Jauhar

ACM Transactions on Information Systems | January 2021, Vol 1(1)

PDF Publication

Reparameterized Variational Divergence Minimization for Stable Imitation

Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan

July 2020

Publication

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks.

Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

2020 Meeting of the Association for Computational Linguistics | June 2020

PDF DOI

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Projet

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet

Toward Scalable Neural Dialogue State Tracking Model

Elnaz Nouri, Ehsan Hosseini-Asl

Neurips | December 2018

Publication
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication
Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Interaction homme-ordinateur | November 2022

Publication

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao

May 2022

Publication Github Projet

Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection

Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni, Elnaz Nouri

ACL 2022 | May 2022

Publication

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks.

Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

2020 Meeting of the Association for Computational Linguistics | June 2020

PDF DOI

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet
Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Projet

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

Understanding questions that arise when working with business documents

FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney

Interaction homme-ordinateur | November 2022

Publication

Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection

Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni, Elnaz Nouri

ACL 2022 | May 2022

Publication

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data

Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops | July 2020

Publication

Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

Proceedings of the 43 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) | July 2020

Publication

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks.

Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

2020 Meeting of the Association for Computational Linguistics | June 2020

PDF DOI

Step-wise Recommendation for Complex Task Support

Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

PDF DOI

Conversations with Documents: An Exploration of Document-Centered Assistance

Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

2020 Conference on Human Information Interaction and Retrieval | March 2020

DOI Publication Projet

Supporting Complex Tasks Using Multiple Devices

Elnaz Nouri, Adam Fourney, Robert Sim, Ryen W. White

Task Intelligence Workshop @ WSDM 2019 Conference | January 2019

PDF Projet

Toward Scalable Neural Dialogue State Tracking Model

Elnaz Nouri, Ehsan Hosseini-Asl

Neurips | December 2018

Publication
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao

May 2022

Publication Github Projet
Microtask Detection

Ryen W. White, Elnaz Nouri, James Woffinden-Luey, Mark Encarnación, Sujay Kumar Jauhar

ACM Transactions on Information Systems | January 2021, Vol 1(1)

PDF Publication

Multi-device digital assistance

Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación

Communications of the ACM | July 2019

Publication
Reparameterized Variational Divergence Minimization for Stable Imitation

Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan

July 2020

Publication