The RWTH machine translation system for IWSLT 2008. - David Vilar; Daniel Stein; Yuqi Zhang; Evgeny Matusov; Arne Mauser; Oliver Bender; Saab Mansour; Hermann Ney (IWSLT, 2008)

Recent advances in SRI'S IraqCommTM 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; et al. (ICASSP, 2009)

Morphtagger: HMM-based Arabic segmentation for statistical machine translation. - Saab Mansour (IWSLT, 2010)

The RWTH aachen machine translation system for IWSLT 2010. - Saab Mansour; Stephan Peitz; David Vilar; Joern Wuebker; Hermann Ney (IWSLT, 2010)

The RWTH Aachen Machine Translation System for WMT 2010. - Carmen Heger; Joern Wuebker; Matthias Huck; Gregor Leusch; Saab Mansour; Daniel Stein; Hermann Ney (WMT@ACL, 2010)

Lexicon models for hierarchical phrase-based machine translation. - Matthias Huck; Saab Mansour; Simon Wiesler; Hermann Ney (IWSLT, 2011)

Combining translation and language model scoring for domain-specific data filtering. - Saab Mansour; Joern Wuebker; Hermann Ney (IWSLT, 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 (IWSLT, 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 (WMT@EMNLP, 2011)

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 (COLING (Demos), 2012)

A simple and effective weighted phrase extraction for machine translation adaptation. - Saab Mansour; Hermann Ney (IWSLT, 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 (IWSLT, 2012)

A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora. - Mahdi Khademian; Kaveh Taghipour; Saab Mansour; Shahram Khadivi (LREC, 2012)

Arabic-Segmentation Combination Strategies for Statistical Machine Translation. - Saab Mansour; Hermann Ney (LREC, 2012)

A comparison of segmentation methods and extended lexicon models for Arabic statistical machine translation. - Sasa Hasan; Saab Mansour; Hermann Ney (Mach. Transl., 2012)

Phrase Training Based Adaptation for Statistical Machine Translation. - Saab Mansour; Hermann Ney (HLT-NAACL, 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; et al. (WMT@ACL, 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 (WMT@ACL, 2013)

Automatic dialect classification for statistical machine translation. - Saab Mansour; Yaser Al-Onaizan; Graeme W. Blackwood; Christoph Tillmann (AMTA, 2014)

Translation model based weighting for phrase extraction. - Saab Mansour; Hermann Ney (EAMT, 2014)

Improved Sentence-Level Arabic Dialect Classification. - Christoph Tillmann; Saab Mansour; Yaser Al-Onaizan (VarDial@COLING, 2014)

Unsupervised Adaptation for Statistical Machine Translation. - Saab Mansour; Hermann Ney (WMT@ACL, 2014)

Spelling Correction of User Search Queries through Statistical Machine Translation. - Sasa Hasan; Carmen Heger; Saab Mansour (EMNLP, 2015)

Domain adaptation for statistical machine translation. - Saab Mansour (2017)

End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. - Weijia Xu; Batool Haider; Saab Mansour (EMNLP (1), 2020)

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. - Sawsan Alqahtani; Garima Lalwani; Yi Zhang; Salvatore Romeo; Saab Mansour (EMNLP (Findings), 2021)

Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. - M. Saiful Bari; Batool Haider; Saab Mansour (EMNLP (1), 2021)

ODIST: Open World Classification via Distributionally Shifted Instances. - Lei Shu 004; Yassine Benajiba; Saab Mansour; Yi Zhang (EMNLP (Findings), 2021)

Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems. - Piyawat Lertvittayakumjorn; Daniele Bonadiman; Saab Mansour (NAACL-HLT, 2021)

Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer. - Weijia Xu; Batool Haider; Jason Krone; Saab Mansour (CoRR, 2021)

Label Semantic Aware Pre-training for Few-shot Text Classification. - Aaron Mueller; Jason Krone; Salvatore Romeo; Saab Mansour; Elman Mansimov; Yi Zhang 001; Dan Roth 001 (ACL (1), 2022)

Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. - Denis Emelin; Daniele Bonadiman; Sawsan Alqahtani; Yi Zhang; Saab Mansour (EMNLP, 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)

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)

Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. - Raphael Shu; Elman Mansimov; Tamer Alkhouli; Nikolaos Pappas 004; Salvatore Romeo; Arshit Gupta; Saab Mansour; Yi Zhang 001; Dan Roth 001 (CoRR, 2022)

DFEE: Interactive DataFlow Execution and Evaluation Kit. - Han He; Song Feng 001; Daniele Bonadiman; Yi Zhang 053; Saab Mansour (AAAI, 2023)

NatCS: Eliciting Natural Customer Support Dialogues. - James Gung; Emily Moeng; Wesley Rose; Arshit Gupta; Yi Zhang; Saab Mansour (ACL (Findings), 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 (EACL, 2023)

Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. - Hwanjun Song; Igor Shalyminov; Hang Su; Siffi Singh; Kaisheng Yao; Saab Mansour (EMNLP (Findings), 2023)

Conversation Style Transfer using Few-Shot Learning. - Shamik Roy; Raphael Shu; Nikolaos Pappas 004; Elman Mansimov; Yi Zhang 001; Saab Mansour; Dan Roth 001 (IJCNLP (1), 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)

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)

Eliciting Better Multilingual Structured Reasoning from LLMs through Code. - Bryan Li; Tamer Alkhouli; Daniele Bonadiman; Nikolaos Pappas 004; Saab Mansour (ACL (1), 2024)

FineSurE: Fine-grained Summarization Evaluation using LLMs. - Hwanjun Song; Hang Su; Igor Shalyminov; Jason Cai; Saab Mansour (ACL (1), 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 (ACL (1), 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 004; Siffi Singh; Saab Mansour (NAACL-HLT, 2024)

CERET: Cost-Effective Extrinsic Refinement for Text Generation. - Jason Cai; Hang Su; Monica Sunkara; Igor Shalyminov; Saab Mansour (NAACL-HLT, 2024)

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. - Jianfeng He; Hang Su; Jason Cai; Igor Shalyminov; Hwanjun Song; Saab Mansour (NAACL-HLT, 2024)

FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. - Shamik Roy; Sailik Sengupta; Daniele Bonadiman; Saab Mansour; Arshit Gupta (NAACL-HLT, 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 001; Hwanjun Song; Hang Su; Lijia Sun; Yi Zhang 053; et al. (NAACL-HLT, 2024)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi'an Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (CoRR, 2024)

Eliciting Better Multilingual Structured Reasoning from LLMs through Code. - Bryan Li; Tamer Alkhouli; Daniele Bonadiman; Nikolaos Pappas 001; Saab Mansour (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 004; Siffi Singh; Saab Mansour (CoRR, 2024)

DFlow: Diverse Dialogue Flow Simulation with Large Language Models. - Wanyu Du; Song Feng 001; James Gung; Lijia Sun; Yi Zhang 053; Saab Mansour; Yanjun Qi (CoRR, 2024)

MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation. - María Andrea Cruz Blandón; Jayasimha Talur; Bruno Charron; Dong Liu; Saab Mansour; Marcello Federico (ACL (1), 2025)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi-An Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (ACL (1), 2025)

Structured List-Grounded Question Answering. - Mujeen Sung; Song Feng 001; James Gung; Raphael Shu; Yi Zhang 053; Saab Mansour (COLING, 2025)

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; Yi Nian; Amy Wing-mei Wong; Kyu J. Han; Hang Su (NAACL (Long Papers), 2025)

Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval. - Niklas Freymuth; Dong Liu; Thomas Ricatte; Saab Mansour (CoRR, 2025)

GLEAN: Generalized Category Discovery with Diverse and Quality-Enhanced LLM Feedback. - Henry Peng Zou; Siffi Singh; Yi Nian; Jianfeng He; Jason Cai; Saab Mansour; Hang Su (CoRR, 2025)

PAARS: Persona Aligned Agentic Retail Shoppers. - Saab Mansour; Leonardo Perelli; Lorenzo Mainetti; George Davidson; Stefano D'Amato (CoRR, 2025)

Multilingual Self-Taught Faithfulness Evaluators. - Carlo Alfano; Aymen Al Marjani; Zeno Jonke; Amin Mantrach; Saab Mansour; Marcello Federico (CoRR, 2025)