Saab Mansour

Amazon, Amazon

Joined

July 2019

Names

Saab Mansour

Emails

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Amazon

Amazon (amazon.com)

2018 – Present

Apple

Apple (apple.com)

2017 – 2018

eBay

eBay (ebay.com)

2014 – 2017

PhD student

RWTH Aachen University (rwth-aachen.de)

2008 – 2014

Advisors, Relations & Conflicts

Coworker

2018 – Present

Expertise

NLU

Present

Conversational AI

Present

Multilingual modeling

Present

Publications

DeepPersona: A Generative Engine for Scaling Deep Synthetic Personas
Zhen Wang, Yufan Zhou, Zhongyan Luo, Lyumanshan Ye, Adam Wood, Man Yao, Saab Mansour, Luoshang Pan
- Submitted to ICLR 2026
- Readers: Everyone
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
Mahnaz Koupaee, Jake W. Vincent, Saab Mansour, Igor Shalyminov, Han He, Hwanjun Song, Raphael Shu, Jianfeng He, Amy Wing-mei Wong, Kyu J. Han, Hang Su
- OpenReview Archive Direct Upload
- Readers: Everyone
FineSurE: Fine-grained Summarization Evaluation using LLMs
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
- ACL2024
- Readers: Everyone
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
- 02 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
- EMNLP 2023 Findings
- Readers: Everyone
Label Semantic Aware Pre-training for Few-shot Text Classification
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
- 2022 (modified: 09 Feb 2023)
- CoRR 2022
- Readers: Everyone
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour
- 2022 (modified: 09 Feb 2023)
- CoRR 2022
- Readers: Everyone
DFEE: Interactive DataFlow Execution and Evaluation Kit
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour
- 2022 (modified: 09 Feb 2023)
- CoRR 2022
- Readers: Everyone
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
- 2022 (modified: 09 Feb 2023)
- CoRR 2022
- Readers: Everyone
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour
- 2022 (modified: 09 Feb 2023)
- CoRR 2022
- Readers: Everyone

View all 48 publications

Co-Authors

View all 97 co-authors