Saab Mansour

According to our database, Saab Mansour authored at least 56 papers between 2008 and 2025.

Collaborative distances:

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

2025

Structured List-Grounded Question Answering.

Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang, Saab Mansour

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

DFlow: Diverse Dialogue Flow Simulation with Large Language Models.

Wanyu Du, Song Feng, James Gung, Lijia Sun, Yi Zhang, Saab Mansour, Yanjun Qi

CoRR, 2024

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets.

Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Justin Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour

CoRR, 2024

Eliciting Better Multilingual Structured Reasoning from LLMs through Code.

Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour

CoRR, 2024

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization.

Liyan Tang, Igor Shalyminov, Amy Wing-mei Wong, Jon Burnsky, Jake W. Vincent, Yuan Yang, Siffi Singh, Song Feng, Hwanjun Song, Hang Su, Lijia Sun, Yi Zhang, Saab Mansour, Kathleen R. McKeown

CoRR, 2024

DeAL: Decoding-time Alignment for Large Language Models.

James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth

CoRR, 2024

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization.

Liyan Tang, Igor Shalyminov, Amy Wing-mei Wong, Jon Burnsky, Jake W. Vincent, Yuan Yang, Siffi Singh, Song Feng, Hwanjun Song, Hang Su, Lijia Sun, Yi Zhang, Saab Mansour, Kathleen McKeown

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs.

Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection.

Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

CERET: Cost-Effective Extrinsic Refinement for Text Generation.

Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets.

Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders.

Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

FineSurE: Fine-grained Summarization Evaluation using LLMs.

Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Eliciting Better Multilingual Structured Reasoning from LLMs through Code.

Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.

Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang

CoRR, 2023

Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11.

James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang

CoRR, 2023

Conversation Style Transfer using Few-Shot Learning.

Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Enhancing Abstractiveness of Summarization Models through Calibrated Distillation.

Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour

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

Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining.

Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

NatCS: Eliciting Natural Customer Support Dialogues.

James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour

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

DFEE: Interactive DataFlow Execution and Evaluation Kit.

Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

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

CoRR, 2022

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

CoRR, 2022

Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining.

Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

CoRR, 2022

Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems.

Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Label Semantic Aware Pre-training for Few-shot Text Classification.

Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer.

Weijia Xu, Batool Haider, Jason Krone, Saab Mansour

CoRR, 2021

Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems.

Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour

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

ODIST: Open World Classification via Distributionally Shifted Instances.

Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Nearest Neighbour Few-Shot Learning for Cross-lingual Classification.

M. Saiful Bari, Batool Haider, Saab Mansour

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.

Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

End-to-End Slot Alignment and Recognition for Cross-Lingual NLU.

Weijia Xu, Batool Haider, Saab Mansour

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2017

Domain adaptation for statistical machine translation.

Saab Mansour

PhD thesis, 2017

2015

Spelling Correction of User Search Queries through Statistical Machine Translation.

Sasa Hasan, Carmen Heger, Saab Mansour

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Unsupervised Adaptation for Statistical Machine Translation.

Saab Mansour, Hermann Ney

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Improved Sentence-Level Arabic Dialect Classification.

Christoph Tillmann, Saab Mansour, Yaser Al-Onaizan

Proceedings of the First Workshop on Applying NLP Tools to Similar Languages, 2014

Translation model based weighting for phrase extraction.

Saab Mansour, Hermann Ney

Proceedings of the 17th Annual conference of the European Association for Machine Translation, 2014

Automatic dialect classification for statistical machine translation.

Saab Mansour, Yaser Al-Onaizan, Graeme W. Blackwood, Christoph Tillmann

Proceedings of the 11th Conference of the Association for Machine Translation in the Americas: MT Researchers Track, 2014

2013

The RWTH Aachen Machine Translation System for WMT 2013.

Stephan Peitz, Saab Mansour, Jan-Thorsten Peter, Christoph Schmidt, Joern Wuebker, Matthias Huck, Markus Freitag, Hermann Ney

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Joint WMT 2013 Submission of the QUAERO Project.

Stephan Peitz, Saab Mansour, Matthias Huck, Markus Freitag, Hermann Ney, Eunah Cho, Teresa Herrmann, Mohammed Mediani, Jan Niehues, Alex Waibel, Alexandre Allauzen, Quoc-Khanh Do, Bianka Buschbeck, Tonio Wandmacher

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Phrase Training Based Adaptation for Statistical Machine Translation.

Saab Mansour, Hermann Ney

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

2012

A comparison of segmentation methods and extended lexicon models for Arabic statistical machine translation.

Sasa Hasan, Saab Mansour, Hermann Ney

Mach. Transl., 2012

Arabic-Segmentation Combination Strategies for Statistical Machine Translation.

Saab Mansour, Hermann Ney

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora.

Mahdi Khademian, Kaveh Taghipour, Saab Mansour, Shahram Khadivi

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

The RWTH Aachen speech recognition and machine translation system for IWSLT 2012.

Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

A simple and effective weighted phrase extraction for machine translation adaptation.

Saab Mansour, Hermann Ney

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation.

Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, Hermann Ney

Proceedings of the COLING 2012, 2012

2011

The RWTH Aachen Machine Translation System for WMT 2011.

Matthias Huck, Joern Wuebker, Christoph Schmidt, Markus Freitag, Stephan Peitz, Daniel Stein, Arnaud Dagnelies, Saab Mansour, Gregor Leusch, Hermann Ney

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

The RWTH Aachen machine translation system for IWSLT 2011.

Joern Wuebker, Matthias Huck, Saab Mansour, Markus Freitag, Minwei Feng, Stephan Peitz, Christoph Schmidt, Hermann Ney

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Combining translation and language model scoring for domain-specific data filtering.

Saab Mansour, Joern Wuebker, Hermann Ney

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Lexicon models for hierarchical phrase-based machine translation.

Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

2010

The RWTH Aachen Machine Translation System for WMT 2010.

Carmen Heger, Joern Wuebker, Matthias Huck, Gregor Leusch, Saab Mansour, Daniel Stein, Hermann Ney

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

The RWTH aachen machine translation system for IWSLT 2010.

Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, Hermann Ney

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Morphtagger: HMM-based Arabic segmentation for statistical machine translation.

Saab Mansour

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

2009

Recent advances in SRI'S IraqComm^TM Iraqi Arabic-English speech-to-speech translation system.

Murat Akbacak, Horacio Franco, Michael W. Frandsen, Sasa Hasan, Huda Jameel, Andreas Kathol, Shahram Khadivi, Xin Lei, Arindam Mandal, Saab Mansour, Kristin Precoda, Colleen Richey, Dimitra Vergyri, Wen Wang, Mei Yang, Jing Zheng

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

The RWTH machine translation system for IWSLT 2008.

David Vilar, Daniel Stein, Yuqi Zhang, Evgeny Matusov, Arne Mauser, Oliver Bender, Saab Mansour, Hermann Ney

Proceedings of the 2008 International Workshop on Spoken Language Translation, 2008