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Saab Mansour
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2020 – today
- 2024
- [i24]James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth:
DeAL: Decoding-time Alignment for Large Language Models. CoRR abs/2402.06147 (2024) - [i23]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 abs/2402.13249 (2024) - [i22]Bryan Li, Tamer Alkhouli, Daniele Bonadiman, Nikolaos Pappas, Saab Mansour:
Eliciting Better Multilingual Structured Reasoning from LLMs through Code. CoRR abs/2403.02567 (2024) - [i21]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 abs/2403.03194 (2024) - [i20]Jianfeng He, Hang Su, Jason Cai, Igor Shalyminov, Hwanjun Song, Saab Mansour:
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. CoRR abs/2403.04073 (2024) - [i19]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 abs/2403.04314 (2024) - [i18]Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta:
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. CoRR abs/2403.05766 (2024) - [i17]Jason Cai, Hang Su, Monica Sunkara, Igor Shalyminov, Saab Mansour:
CERET: Cost-Effective Extrinsic Refinement for Text Generation. CoRR abs/2406.05588 (2024) - [i16]Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour:
FineSurE: Fine-grained Summarization Evaluation using LLMs. CoRR abs/2407.00908 (2024) - 2023
- [c34]Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour:
DFEE: Interactive DataFlow Execution and Evaluation Kit. AAAI 2023: 16443-16445 - [c33]James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour:
NatCS: Eliciting Natural Customer Support Dialogues. ACL (Findings) 2023: 9652-9677 - [c32]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: 1367-1383 - [c31]Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour:
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. EMNLP (Findings) 2023: 7026-7036 - [c30]Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth:
Conversation Style Transfer using Few-Shot Learning. IJCNLP (1) 2023: 119-143 - [i15]Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth:
Conversation Style Transfer using Few-Shot Learning. CoRR abs/2302.08362 (2023) - [i14]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 abs/2304.12982 (2023) - [i13]James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour:
NatCS: Eliciting Natural Customer Support Dialogues. CoRR abs/2305.03007 (2023) - [i12]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 abs/2309.13233 (2023) - [i11]Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour:
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. CoRR abs/2310.13760 (2023) - 2022
- [c29]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: 8318-8334 - [c28]Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour:
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems. EMNLP 2022: 11962-11974 - [i10]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 abs/2204.07128 (2022) - [i9]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 abs/2210.04782 (2022) - [i8]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 abs/2211.03966 (2022) - [i7]Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour:
DFEE: Interactive DataFlow Execution and Evaluation Kit. CoRR abs/2212.08099 (2022) - [i6]Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour:
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems. CoRR abs/2212.08120 (2022) - [i5]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 abs/2212.09946 (2022) - 2021
- [c27]M. Saiful Bari, Batool Haider, Saab Mansour:
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. EMNLP (1) 2021: 1745-1753 - [c26]Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang:
ODIST: Open World Classification via Distributionally Shifted Instances. EMNLP (Findings) 2021: 3751-3756 - [c25]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: 3904-3919 - [c24]Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour:
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems. NAACL-HLT 2021: 3407-3419 - [i4]Weijia Xu
, Batool Haider, Jason Krone, Saab Mansour:
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer. CoRR abs/2107.09840 (2021) - [i3]M. Saiful Bari, Batool Haider, Saab Mansour:
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. CoRR abs/2109.02221 (2021) - [i2]Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour:
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. CoRR abs/2110.02887 (2021) - 2020
- [c23]Weijia Xu, Batool Haider, Saab Mansour:
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. EMNLP (1) 2020: 5052-5063 - [i1]Weijia Xu
, Batool Haider, Saab Mansour:
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. CoRR abs/2004.14353 (2020)
2010 – 2019
- 2017
- [b1]Saab Mansour:
Domain adaptation for statistical machine translation. RWTH Aachen University, Germany, 2017 - 2015
- [c22]Sasa Hasan, Carmen Heger, Saab Mansour:
Spelling Correction of User Search Queries through Statistical Machine Translation. EMNLP 2015: 451-460 - 2014
- [c21]Saab Mansour, Yaser Al-Onaizan, Graeme W. Blackwood, Christoph Tillmann:
Automatic dialect classification for statistical machine translation. AMTA 2014: 342-355 - [c20]Saab Mansour, Hermann Ney:
Translation model based weighting for phrase extraction. EAMT 2014: 35-43 - [c19]Christoph Tillmann, Saab Mansour, Yaser Al-Onaizan:
Improved Sentence-Level Arabic Dialect Classification. VarDial@COLING 2014: 110-119 - [c18]Saab Mansour, Hermann Ney:
Unsupervised Adaptation for Statistical Machine Translation. WMT@ACL 2014: 457-465 - 2013
- [c17]Saab Mansour, Hermann Ney:
Phrase Training Based Adaptation for Statistical Machine Translation. HLT-NAACL 2013: 649-654 - [c16]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:
Joint WMT 2013 Submission of the QUAERO Project. WMT@ACL 2013: 185-192 - [c15]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: 193-199 - 2012
- [j1]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): 47-65 (2012) - [c14]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: 483-492 - [c13]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: 69-76 - [c12]Saab Mansour, Hermann Ney:
A simple and effective weighted phrase extraction for machine translation adaptation. IWSLT 2012: 193-200 - [c11]Saab Mansour, Hermann Ney:
Arabic-Segmentation Combination Strategies for Statistical Machine Translation. LREC 2012: 3915-3920 - [c10]Mahdi Khademian, Kaveh Taghipour, Saab Mansour, Shahram Khadivi:
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora. LREC 2012: 4073-4079 - 2011
- [c9]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: 106-113 - [c8]Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney:
Lexicon models for hierarchical phrase-based machine translation. IWSLT 2011: 191-198 - [c7]Saab Mansour, Joern Wuebker, Hermann Ney:
Combining translation and language model scoring for domain-specific data filtering. IWSLT 2011: 222-229 - [c6]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: 405-412 - 2010
- [c5]Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, Hermann Ney:
The RWTH aachen machine translation system for IWSLT 2010. IWSLT 2010: 163-168 - [c4]Saab Mansour:
Morphtagger: HMM-based Arabic segmentation for statistical machine translation. IWSLT 2010: 321-327 - [c3]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: 93-97
2000 – 2009
- 2009
- [c2]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:
Recent advances in SRI'S IraqCommTM Iraqi Arabic-English speech-to-speech translation system. ICASSP 2009: 4809-4812 - 2008
- [c1]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: 108-115
Coauthor Index
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