Saab Mansour

88 papers A* 3A 1B 3C 1Misc 2Journal 38Unranked 39
YearRankTypeTitle / Venue / Authors
2026 — conf
Active Generalized Category Discovery with Diverse LLM Feedback.
EACL (Volume 1: Long Papers)
Henry Peng Zou, Siffi Singh, Yi Nian, Jianfeng He, Jason Cai, Saab Mansour, Hang Su
2026 J jnl
Cross-Lingual LLM-Judge Transfer via Evaluation Decomposition.
CoRR
Ivaxi Sheth, Zeno Jonke, Amin Mantrach, Saab Mansour
2026 — conf
Multilingual Self-Taught Faithfulness Evaluators.
EACL (Findings)
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2026 J jnl
RADIUS: Ranking, Distribution, and Significance - A Comprehensive Alignment Suite for Survey Simulation.
CoRR
Weronika Lajewska, Paul Missault, George Davidson, Saab Mansour
2026 J jnl
The Illusion of Human AI Parity Under Uncertainty: Navigating Elusive Ground Truth via a Probabilistic Paradigm.
CoRR
Aparna Elangovan, Lei Xu, Mahsa Elyasi, Ismail Akdulum, Mehmet Aksakal, Enes Gurun, Brian Hur, Saab Mansour, Ravid Shwartz Ziv, Karin Verspoor, Dan Roth
2025 J jnl
Controllable Conversational Theme Detection Track at DSTC 12.
CoRR
Igor Shalyminov, Hang Su, Jake W. Vincent, Siffi Singh, Jason Cai, James Gung, Raphael Shu, Saab Mansour
2025 — conf
DeAL: Decoding-time Alignment for Large Language Models.
ACL (1)
James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
2025 — conf
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation.
NAACL (Long Papers)
Mahnaz Koupaee, Jake W. Vincent, Saab Mansour, Igor Shalyminov, Han He, Hwanjun Song, Raphael Shu, Jianfeng He, Yi Nian, Amy Wing-mei Wong, Kyu J. Han, Hang Su
2025 J jnl
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation.
CoRR
Mahnaz Koupaee, Jake W. Vincent, Saab Mansour, Igor Shalyminov, Han He, Hwanjun Song, Raphael Shu, Jianfeng He, Yi Nian, Amy Wing-mei Wong, Kyu J. Han, Hang Su
2025 J jnl
GLEAN: Generalized Category Discovery with Diverse and Quality-Enhanced LLM Feedback.
CoRR
Henry Peng Zou, Siffi Singh, Yi Nian, Jianfeng He, Jason Cai, Saab Mansour, Hang Su
2025 J jnl
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval.
CoRR
Niklas Freymuth, Dong Liu, Thomas Ricatte, Saab Mansour
2025 — conf
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization.
EMNLP (Findings)
Yinhong Liu, Jianfeng He, Hang Su, Ruixue Lian, Yi Nian, Jake W. Vincent, Srikanth Vishnubhotla, Robinson Piramuthu, Saab Mansour
2025 J jnl
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization.
CoRR
Yinhong Liu, Jianfeng He, Hang Su, Ruixue Lian, Yi Nian, Jake W. Vincent, Srikanth Vishnubhotla, Robinson Piramuthu, Saab Mansour
2025 — conf
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation.
ACL (1)
María Andrea Cruz Blandón, Jayasimha Talur, Bruno Charron, Dong Liu, Saab Mansour, Marcello Federico
2025 J jnl
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation.
CoRR
María Andrea Cruz Blandón, Jayasimha Talur, Bruno Charron, Dong Liu, Saab Mansour, Marcello Federico
2025 J jnl
Multilingual Self-Taught Faithfulness Evaluators.
CoRR
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2025 J jnl
PAARS: Persona Aligned Agentic Retail Shoppers.
CoRR
Saab Mansour, Leonardo Perelli, Lorenzo Mainetti, George Davidson, Stefano D'Amato
2025 B conf
Structured List-Grounded Question Answering.
COLING
Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang, Saab Mansour
2024 — conf
CERET: Cost-Effective Extrinsic Refinement for Text Generation.
NAACL-HLT
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
2024 J jnl
CERET: Cost-Effective Extrinsic Refinement for Text Generation.
CoRR
Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour
2024 — conf
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders.
ACL (1)
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
2024 J jnl
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders.
CoRR
Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su, Hwanjun Song, Saab Mansour
2024 J jnl
DFlow: Diverse Dialogue Flow Simulation with Large Language Models.
CoRR
Wanyu Du, Song Feng, James Gung, Lijia Sun, Yi Zhang, Saab Mansour, Yanjun Qi
2024 J jnl
DeAL: Decoding-time Alignment for Large Language Models.
CoRR
James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
2024 — conf
Eliciting Better Multilingual Structured Reasoning from LLMs through Code.
ACL (1)
Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour
2024 J jnl
Eliciting Better Multilingual Structured Reasoning from LLMs through Code.
CoRR
Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour
2024 — conf
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs.
NAACL-HLT
Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta
2024 J jnl
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs.
CoRR
Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta
2024 — conf
FineSurE: Fine-grained Summarization Evaluation using LLMs.
ACL (1)
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
2024 J jnl
FineSurE: Fine-grained Summarization Evaluation using LLMs.
CoRR
Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour
2024 — conf
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets.
NAACL-HLT
Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
2024 J jnl
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets.
CoRR
Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Justin Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour
2024 — conf
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection.
NAACL-HLT
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
2024 J jnl
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection.
CoRR
Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour
2024 J jnl
Structured List-Grounded Question Answering.
CoRR
Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang, Saab Mansour
2024 — conf
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization.
NAACL-HLT
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
2024 J jnl
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization.
CoRR
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
2023 — conf
Conversation Style Transfer using Few-Shot Learning.
IJCNLP (1)
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
2023 J jnl
Conversation Style Transfer using Few-Shot Learning.
CoRR
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth
2023 A* conf
DFEE: Interactive DataFlow Execution and Evaluation Kit.
AAAI
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour
2023 — conf
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation.
EMNLP (Findings)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
2023 J jnl
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation.
CoRR
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
2023 J jnl
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11.
CoRR
James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang
2023 — conf
NatCS: Eliciting Natural Customer Support Dialogues.
ACL (Findings)
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour
2023 J jnl
NatCS: Eliciting Natural Customer Support Dialogues.
CoRR
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour
2023 A conf
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining.
EACL
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He
2023 J jnl
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.
CoRR
Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang
2022 J jnl
DFEE: Interactive DataFlow Execution and Evaluation Kit.
CoRR
Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour
2022 J jnl
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.
CoRR
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
2022 J jnl
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems.
CoRR
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour
2022 A* conf
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems.
EMNLP
Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour
2022 — conf
Label Semantic Aware Pre-training for Few-shot Text Classification.
ACL (1)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2022 J jnl
Label Semantic Aware Pre-training for Few-shot Text Classification.
CoRR
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2022 J jnl
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic.
CoRR
Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour
2022 J jnl
Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining.
CoRR
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He
2021 — conf
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems.
NAACL-HLT
Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour
2021 — conf
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification.
EMNLP (1)
M. Saiful Bari, Batool Haider, Saab Mansour
2021 J jnl
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification.
CoRR
M. Saiful Bari, Batool Haider, Saab Mansour
2021 — conf
ODIST: Open World Classification via Distributionally Shifted Instances.
EMNLP (Findings)
Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang
2021 J jnl
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer.
CoRR
Weijia Xu, Batool Haider, Jason Krone, Saab Mansour
2021 — conf
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.
EMNLP (Findings)
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
2021 J jnl
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.
CoRR
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
2020 — conf
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU.
EMNLP (1)
Weijia Xu, Batool Haider, Saab Mansour
2020 J jnl
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU.
CoRR
Weijia Xu, Batool Haider, Saab Mansour
2017 — —
Domain adaptation for statistical machine translation.
Saab Mansour
2015 A* conf
Spelling Correction of User Search Queries through Statistical Machine Translation.
EMNLP
Sasa Hasan, Carmen Heger, Saab Mansour
2014 Misc conf
Automatic dialect classification for statistical machine translation.
AMTA
Saab Mansour, Yaser Al-Onaizan, Graeme W. Blackwood, Christoph Tillmann
2014 — conf
Improved Sentence-Level Arabic Dialect Classification.
VarDial@COLING
Christoph Tillmann, Saab Mansour, Yaser Al-Onaizan
2014 C conf
Translation model based weighting for phrase extraction.
EAMT
Saab Mansour, Hermann Ney
2014 — conf
Unsupervised Adaptation for Statistical Machine Translation.
WMT@ACL
Saab Mansour, Hermann Ney
2013 — conf
Joint WMT 2013 Submission of the QUAERO Project.
WMT@ACL
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
2013 — conf
Phrase Training Based Adaptation for Statistical Machine Translation.
HLT-NAACL
Saab Mansour, Hermann Ney
2013 — conf
The RWTH Aachen Machine Translation System for WMT 2013.
WMT@ACL
Stephan Peitz, Saab Mansour, Jan-Thorsten Peter, Christoph Schmidt, Joern Wuebker, Matthias Huck, Markus Freitag, Hermann Ney
2012 B conf
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora.
LREC
Mahdi Khademian, Kaveh Taghipour, Saab Mansour, Shahram Khadivi
2012 J jnl
A comparison of segmentation methods and extended lexicon models for Arabic statistical machine translation.
Mach. Transl.
Sasa Hasan, Saab Mansour, Hermann Ney
2012 — conf
A simple and effective weighted phrase extraction for machine translation adaptation.
IWSLT
Saab Mansour, Hermann Ney
2012 B conf
Arabic-Segmentation Combination Strategies for Statistical Machine Translation.
LREC
Saab Mansour, Hermann Ney
2012 — conf
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation.
COLING (Demos)
Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, Hermann Ney
2012 — conf
The RWTH Aachen speech recognition and machine translation system for IWSLT 2012.
IWSLT
Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney
2011 — conf
Combining translation and language model scoring for domain-specific data filtering.
IWSLT
Saab Mansour, Joern Wuebker, Hermann Ney
2011 — conf
Lexicon models for hierarchical phrase-based machine translation.
IWSLT
Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney
2011 — conf
The RWTH Aachen Machine Translation System for WMT 2011.
WMT@EMNLP
Matthias Huck, Joern Wuebker, Christoph Schmidt, Markus Freitag, Stephan Peitz, Daniel Stein, Arnaud Dagnelies, Saab Mansour, Gregor Leusch, Hermann Ney
2011 — conf
The RWTH Aachen machine translation system for IWSLT 2011.
IWSLT
Joern Wuebker, Matthias Huck, Saab Mansour, Markus Freitag, Minwei Feng, Stephan Peitz, Christoph Schmidt, Hermann Ney
2010 — conf
Morphtagger: HMM-based Arabic segmentation for statistical machine translation.
IWSLT
Saab Mansour
2010 — conf
The RWTH Aachen Machine Translation System for WMT 2010.
WMT@ACL
Carmen Heger, Joern Wuebker, Matthias Huck, Gregor Leusch, Saab Mansour, Daniel Stein, Hermann Ney
2010 — conf
The RWTH aachen machine translation system for IWSLT 2010.
IWSLT
Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, Hermann Ney
2009 Misc conf
Recent advances in SRI'S IraqComm
ICASSP
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
2008 — conf
The RWTH machine translation system for IWSLT 2008.
IWSLT
David Vilar, Daniel Stein, Yuqi Zhang, Evgeny Matusov, Arne Mauser, Oliver Bender, Saab Mansour, Hermann Ney