On Compression-Based Text Classification. - Yuval Marton; Ning Wu; Lisa Hellerstein (ECIR, 2005)

Soft Syntactic Constraints for Hierarchical Phrased-Based Translation. - Yuval Marton; Philip Resnik (ACL, 2008)

Online Large-Margin Training of Syntactic and Structural Translation Features. - David Chiang 001; Yuval Marton; Philip Resnik (EMNLP, 2008)

Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases. - Yuval Marton; Chris Callison-Burch; Philip Resnik (EMNLP, 2009)

Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source - Corpus Hybrid Models. - Yuval Marton; Saif M. Mohammad; Philip Resnik (EMNLP, 2009)

The University of Maryland Statistical Machine Translation System for the Fourth Workshop on Machine Translation. - Chris Dyer; Hendra Setiawan; Yuval Marton; Philip Resnik (WMT@EACL, 2009)

Fine-Grained Linguistic Soft Constraints on Statistical Natural Language Processing Models. - Yuval Marton (2009)

Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features. - Yuval Marton; Nizar Habash; Owen Rambow (SPMRL@NAACL-HLT, 2010)

Improving Arabic-to-English Statistical Machine Translation by Reordering Post-Verbal Subjects for Alignment. - Marine Carpuat; Yuval Marton; Nizar Habash (ACL (2), 2010)

Improved Statistical Machine Translation with Hybrid Phrasal Paraphrases Derived from Monolingual Text and a Shallow Lexical Resource. - Yuval Marton (AMTA, 2010)

Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation. - Hao Li 031; Xiang Li 066; Heng Ji 001; Yuval Marton (PACLIC, 2010)

Reordering Matrix Post-verbal Subjects for Arabic-to-English SMT. - Marine Carpuat; Yuval Marton; Nizar Habash (TALN (Articles longs), 2010)

Improving Arabic Dependency Parsing with Form-based and Functional Morphological Features. - Yuval Marton; Nizar Habash; Owen Rambow (ACL, 2011)

Filtering Antonymous, Trend-Contrasting, and Polarity-Dissimilar Distributional Paraphrases for Improving Statistical Machine Translation. - Yuval Marton; Ahmed El Kholy; Nizar Habash (WMT@EMNLP, 2011)

On-Demand Distributional Semantic Distance and Paraphrasing. - Yuval Marton (HLT-NAACL, 2012)

Improved Arabic-to-English statistical machine translation by reordering post-verbal subjects for word alignment. - Marine Carpuat; Yuval Marton; Nizar Habash (Mach. Transl., 2012)

Soft syntactic constraints for Arabic-English hierarchical phrase-based translation. - Yuval Marton; David Chiang 001; Philip Resnik (Mach. Transl., 2012)

SPMRL'13 Shared Task System: The CADIM Arabic Dependency Parser. - Yuval Marton; Nizar Habash; Owen Rambow; Sarah Alkhulani (SPMRL@EMNLP, 2013)

Online Relative Margin Maximization for Statistical Machine Translation. - Vladimir Eidelman; Yuval Marton; Philip Resnik (ACL (1), 2013)

Cylons, Gaylons and Gay Grammar: - Celebrating Alan Turing's centenary. - Yuval Marton (AI Soc., 2013)

Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features. - Yuval Marton; Nizar Habash; Owen Rambow (Comput. Linguistics, 2013)

Distributional phrasal paraphrase generation for statistical machine translation. - Yuval Marton (ACM Trans. Intell. Syst. Technol., 2013)

A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation. - Junhui Li; Yuval Marton; Philip Resnik; Hal Daumé III (ACL (1), 2014)

Transliteration normalization for Information Extraction and Machine Translation. - Yuval Marton; Imed Zitouni (J. King Saud Univ. Comput. Inf. Sci., 2014)

Semantic Processing of Semitic Languages. - Mona T. Diab; Yuval Marton (NLP of Semitic Languages, 2014)

E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses. - Yuval Marton; Kristina Toutanova (LREC, 2016)

Thematic fit bits: Annotation quality and quantity for event participant representation. - Yuval Marton; Asad B. Sayeed (CoRR, 2021)

Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit. - Mughilan Muthupari; Samrat Halder; Asad B. Sayeed; Yuval Marton (BlackboxNLP@EMNLP, 2022)

Thematic Fit Bits: Annotation Quality and Quantity Interplay for Event Participant Representation. - Yuval Marton; Asad B. Sayeed (LREC, 2022)

Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling. - Aashish Arora; Harshitha Malireddi; Daniel Bauer; Asad B. Sayeed; Yuval Marton (CoRR, 2022)

Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation. - Safeyah Khaled Alshemali; Daniel Bauer; Yuval Marton (CoRR, 2024)