🧑‍🔬 Stephen Tratz

🏛️ Affiliations

🔬DEVCOM Army Research LaboratoryAdelphi · United States2013–2020 · 13 paperscurrent🔬Pacific Northwest National LaboratoryRichland · United States2005–2008 · 12 papers🎓University of Southern CaliforniaLos Angeles · United States2009–2012 · 6 papers🏛️United States ArmyArlington · United States2013–2016 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Finding Romanized Arabic Dialect in Code-Mixed Tweets (2014 · 60 citations)
   The paper addresses spotting Moroccan Arabic (Darija) when it is typed in Latin letters on Twitter and mixed with French and English.
2. Automatic Interpretation of the English Possessive (2013 · 24 citations)
   Tratz and Hovy address a gap in computational semantics: the English ’s construction (with possessive pronouns counted as the same phenomenon) is frequent and expresses many relations, such as ownership, kinship, part-whole, time and measure, yet had seen little NLP work and no public data.
3. Tweet Conversation Annotation Tool with a Focus on an Arabic Dialect, Moroccan Darija (2013 · 20 citations)
   Historically unwritten languages such as Moroccan Darija have very few textual resources, but they increasingly appear on Twitter.
4. Towards a Computational Lexicon for Moroccan Darija: Words, Idioms, and Constructions (2018 · 7 citations)
   The paper tackles a practical gap. Moroccan Darija (MD) is an Arabic dialect with tens of millions of speakers, but it has no standard spelling and almost no computational resources. It now appears mostly in informal online writing. The authors ask what a computational lexicon for such a language should contain, and…
5. A Cross-Task Flexible Transition Model for Arabic Tokenization, Affix Detection, Affix Labeling, POS Tagging, and Dependency Parsing (2013 · 7 citations)
   Pipelines for Arabic pass errors from tokenization to tagging to parsing, and a transition parser commits to decisions in a fixed order.

All works

9 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them.

1. Dialogue-AMR: Abstract Meaning Representation for Dialogue ↗Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yetClaire Bonial et al.2020 · 92 citations
2. Finding Romanized Arabic Dialect in Code-Mixed TweetsLanguage Resources and Evaluation Conference (LREC)Clare Voss, Stephen Tratz, Jamal Laoudi, et al.2014 · 60 citations
3. Provenance-Assisted Classification in Social Networks ↗IEEE Journal of Selected Topics in Signal Processing · no summary yetDong Wang et al.2014 · 40 citations
4. Augmenting Abstract Meaning Representation for Human-Robot Dialogue ↗Proceedings of the First International Workshop on Designing Meaning Representations · no summary yetClaire Bonial et al.2019 · 28 citations
5. Automatic Interpretation of the English PossessiveAnnual Meeting of the Association for Computational Linguistics (ACL)Stephen Tratz, Eduard Hovy2013 · 24 citations
6. Tweet Conversation Annotation Tool with a Focus on an Arabic Dialect, Moroccan DarijaLinguistic Annotation Workshop and Interoperability with DiscourseStephen Tratz, Douglas Briesch, Jamal Laoudi, et al.2013 · 20 citations
7. Models and Training for Unsupervised Preposition Sense Disambiguation ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetDirk Hovy et al.2011 · 17 citations
8. Towards a Computational Lexicon for Moroccan Darija: Words, Idioms, and ConstructionsInternational Conference on Computational Linguistics (COLING)Jamal Laoudi, Claire Bonial, Lucia Donatelli, et al.2018 · 7 citations
9. A Cross-Task Flexible Transition Model for Arabic Tokenization, Affix Detection, Affix Labeling, POS Tagging, and Dependency ParsingStephen TratzSemitic languages · 7 citations

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Clare Voss ×3
• Jamal Laoudi ×3
• Douglas Briesch ×2
• Claire Bonial
• Eduard Hovy
• Lucia Donatelli

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Language Resources and Evaluation Conference (LREC) ×2: LREC 2014
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2013
• International Conference on Computational Linguistics (COLING): COLING 2018
• Linguistic Annotation Workshop and Interoperability with Discourse: Linguistic Annotation Workshop and Interoperability with Discourse 2013
• Workshop on Statistical Parsing of Morphologically-Rich Languages: Workshop on Statistical Parsing of Morphologically-Rich Languages 2013
• IEEE Journal of Selected Topics in Signal Processing
• Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
• Proceedings of the First International Workshop on Designing Meaning Representations

🔗 Cited by

Papers of our library cite their works 114 times (of the 149,439 papers whose bibliographies we read); 25 citing papers with a page here →.

Updated 31 October 2026

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