Saab Mansour

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 44

Top Venues

CoRR

NAACL-HLT

ACL (1)

EMNLP (Findings)

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour
Eliciting Better Multilingual Structured Reasoning from LLMs through Code. ACL (1) (2024)
Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. CoRR (2024)
Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Justin Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. CoRR (2024)
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders. ACL (1) (2024)
Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour
Eliciting Better Multilingual Structured Reasoning from LLMs through Code. CoRR (2024)
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
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization. NAACL-HLT (2024)
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
FineSurE: Fine-grained Summarization Evaluation using LLMs. CoRR (2024)
Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. NAACL-HLT (2024)
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. NAACL-HLT (2024)
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. CoRR (2024)
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
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization. CoRR (2024)
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders. CoRR (2024)
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
FineSurE: Fine-grained Summarization Evaluation using LLMs. ACL (1) (2024)
James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchoff, Dan Roth
DeAL: Decoding-time Alignment for Large Language Models. CoRR (2024)
Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. NAACL-HLT (2024)
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
CERET: Cost-Effective Extrinsic Refinement for Text Generation. NAACL-HLT (2024)
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
CERET: Cost-Effective Extrinsic Refinement for Text Generation. CoRR (2024)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. EMNLP (Findings) (2023)
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour
DFEE: Interactive DataFlow Execution and Evaluation Kit. AAAI (2023)
James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11. CoRR (2023)
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
Conversation Style Transfer using Few-Shot Learning. CoRR (2023)
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour
NatCS: Eliciting Natural Customer Support Dialogues. CoRR (2023)
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining. EACL (2023)
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour
NatCS: Eliciting Natural Customer Support Dialogues. ACL (Findings) (2023)
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
Conversation Style Transfer using Few-Shot Learning. IJCNLP (1) (2023)
Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue. CoRR (2023)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. CoRR (2023)
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. CoRR (2022)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
Label Semantic Aware Pre-training for Few-shot Text Classification. ACL (1) (2022)
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. EMNLP (2022)
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour
DFEE: Interactive DataFlow Execution and Evaluation Kit. CoRR (2022)
Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic. CoRR (2022)
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He
Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining. CoRR (2022)
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems. CoRR (2022)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
Label Semantic Aware Pre-training for Few-shot Text Classification. CoRR (2022)
M. Saiful Bari, Batool Haider, Saab Mansour
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. EMNLP (1) (2021)
Weijia Xu, Batool Haider, Jason Krone, Saab Mansour
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer. CoRR (2021)
M. Saiful Bari, Batool Haider, Saab Mansour
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. CoRR (2021)
Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems. NAACL-HLT (2021)
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. CoRR (2021)
Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang
ODIST: Open World Classification via Distributionally Shifted Instances. EMNLP (Findings) (2021)
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. EMNLP (Findings) (2021)
Weijia Xu, Batool Haider, Saab Mansour
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. CoRR (2020)
Weijia Xu, Batool Haider, Saab Mansour
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. EMNLP (1) (2020)
Sasa Hasan, Carmen Heger, Saab Mansour
Spelling Correction of User Search Queries through Statistical Machine Translation. EMNLP (2015)
Saab Mansour, Hermann Ney
Unsupervised Adaptation for Statistical Machine Translation. WMT@ACL (2014)
Saab Mansour, Yaser Al-Onaizan, Graeme W. Blackwood, Christoph Tillmann
Automatic dialect classification for statistical machine translation. AMTA (2014)
Saab Mansour, Hermann Ney
Translation model based weighting for phrase extraction. EAMT (2014)
Christoph Tillmann, Saab Mansour, Yaser Al-Onaizan
Improved Sentence-Level Arabic Dialect Classification. VarDial@COLING (2014)
Stephan Peitz, Saab Mansour, Jan-Thorsten Peter, Christoph Schmidt, Joern Wuebker, Matthias Huck, Markus Freitag, Hermann Ney
The RWTH Aachen Machine Translation System for WMT 2013. WMT@ACL (2013)
Saab Mansour, Hermann Ney
Phrase Training Based Adaptation for Statistical Machine Translation. HLT-NAACL (2013)
Stephan Peitz, Saab Mansour, Matthias Huck, Markus Freitag, Hermann Ney, Eunah Cho, Teresa Herrmann, Mohammed Mediani, Jan Niehues, Alex Waibel, Alexander Allauzen, Quoc-Khanh Do, Bianka Buschbeck, Tonio Wandmacher
Joint WMT 2013 Submission of the QUAERO Project. WMT@ACL (2013)
Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney
The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. IWSLT (2012)
Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, Hermann Ney
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation. COLING (Demos) (2012)
Saab Mansour, Hermann Ney
A simple and effective weighted phrase extraction for machine translation adaptation. IWSLT (2012)
Sasa Hasan, Saab Mansour, Hermann Ney
A comparison of segmentation methods and extended lexicon models for Arabic statistical machine translation. Mach. Transl. 26 (1-2) (2012)
Mahdi Khademian, Kaveh Taghipour, Saab Mansour, Shahram Khadivi
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora. LREC (2012)
Saab Mansour, Hermann Ney
Arabic-Segmentation Combination Strategies for Statistical Machine Translation. LREC (2012)
Joern Wuebker, Matthias Huck, Saab Mansour, Markus Freitag, Minwei Feng, Stephan Peitz, Christoph Schmidt, Hermann Ney
The RWTH Aachen machine translation system for IWSLT 2011. IWSLT (2011)
Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney
Lexicon models for hierarchical phrase-based machine translation. IWSLT (2011)
Saab Mansour, Joern Wuebker, Hermann Ney
Combining translation and language model scoring for domain-specific data filtering. IWSLT (2011)
Matthias Huck, Joern Wuebker, Christoph Schmidt, Markus Freitag, Stephan Peitz, Daniel Stein, Arnaud Dagnelies, Saab Mansour, Gregor Leusch, Hermann Ney
The RWTH Aachen Machine Translation System for WMT 2011. WMT@EMNLP (2011)
Carmen Heger, Joern Wuebker, Matthias Huck, Gregor Leusch, Saab Mansour, Daniel Stein, Hermann Ney
The RWTH Aachen Machine Translation System for WMT 2010. WMT@ACL (2010)
Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, Hermann Ney
The RWTH aachen machine translation system for IWSLT 2010. IWSLT (2010)
Saab Mansour
Morphtagger: HMM-based Arabic segmentation for statistical machine translation. IWSLT (2010)
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
Iraqi Arabic-English speech-to-speech translation system. ICASSP (2009)
David Vilar, Daniel Stein, Yuqi Zhang, Evgeny Matusov, Arne Mauser, Oliver Bender, Saab Mansour, Hermann Ney
The RWTH machine translation system for IWSLT 2008. IWSLT (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Saab Mansour