פרופ' רעות צרפתי

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פרופ' רעות צרפתי
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פירסומים

Prof. Reut Tsarfaty, Publications

2019

Paz-Argaman Tzuf and Tsarfaty, Reut. RUN Through the Streets: An New Dataset and Baseline Models for Realistic Urban Navigation. In Proceedings of Empirical Methods in Natural Language Processing, 2019

Tsarfaty, Reut; Seker, Amit; Sadde Shoval; Klein, Stav. What’s Wrong With Hebrew NLP? And How to Make it Right. In Proceedings of Empirical Methods in Natural Language Processing, 2019

More, Amir; Seker, Amit; Basmova, Victoria; Tsarfaty, Reut. Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew. Transactions of the Association for Computational Linguistics 7. Pages 33-48, 2019. MIT Press One Rogers Street, Cambridge, MA 02142-1209 USA

2018

Sadde, Shoval; Seker, Amit; Tsarfaty, Reut. The Hebrew Universal Dependency Treebank: Past Present and Future. In Proceedings of the Second Workshop on Universal Dependencies (UDW 2018). Pages 133-143, 2018

Seker, Amit; More, Amir; Tsarfaty, Reut. Universal Morpho-syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task. In Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. Pages 208-215, 2018

Amram, Adam; Ben-David, Anat; Tsarfaty, Reut. Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew. In Proceedings of the 27th International Conference on Computational Linguistics. Pages 2242-2252, 2018

More, Amir; Çetinoğlu, Özlem; Çöltekin, Çağrı; Habash, Nizar; Sagot, Benoît; Seddah, Djamé; Taji, Dima; Tsarfaty, Reut. CoNLL-UL: Universal morphological lattices for Universal Dependency parsing. In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC), 2018

Tsarfaty, Reut. The Natural Language Programming (NLPRO) Project: Turning Text into Executable Code. In Proceedings of the REFSQ Workshops, 2018

2017

More, Amir; Tsarfaty, Reut. Universal Joint Morph-Syntactic Processing: The Open University of Israel’s Submission to The CoNLL 2017 Shared Task. In Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. Pages 253-264, 2017

Cagan, Tomer; Frank, Stefan L; Tsarfaty, Reut. Data-driven broad-coverage grammars for opinionated natural language generation (ONLG). In Proceedings of the International Meeting of the Association for Computational Linguistics, 2017

2016

More, Amir; Tsarfaty, Reut. Data-driven morphological analysis and disambiguation for morphologically rich languages and universal dependencies. In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics. Pages 337-348, 2016

Nivre, Joakim; De Marneffe, Marie-Catherine; Ginter, Filip; Goldberg, Yoav; Hajic, Jan; Manning, Christopher D; McDonald, Ryan T; Petrov, Slav; Pyysalo, Sampo; Silveira, Natalia; Tsarfaty, Reut; Zeman, Dan. Universal Dependencies v1: A Multilingual Treebank Collection. In Proceedings of LREC. 2016

2014

Tsarfaty, Reut; Pogrebezky, Ilia; Weiss, Guy; Natan, Yaarit; Szekely, Smadar; Harel, David. Semantic parsing using content and context: A case study from requirements elicitation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP). Pages 1296-1307, 2014

Seddah, Djamé; Kübler, Sandra; Tsarfaty, Reut. Introducing the SPMRL 2014 shared task on parsing morphologically-rich languages. In Proceedings of the First Joint Workshop on Statistical Parsing of Morphologically Rich Languages and Syntactic Analysis of Non-Canonical Languages. Pages 103-109, 2014

Cagan, Tomer; Frank, Stefan L; Tsarfaty, Reut. Generating subjective responses to opinionated articles in social media: an agenda-driven architecture and a turing-like test. In Proceedings of the Joint Workshop on Social Dynamics and Personal Attributes in Social Media, pages 58-67, 2014

Tsarfaty, Reut. Syntax and Parsing of Semitic Languages. Natural Language Processing of Semitic Languages, 67-128, 2014, Springer, Berlin, Heidelber

Prior to 2014

A complete list is found on my Google Scholar Profile 

 

תחומי מחקר

  • עיבוד שפה טבעית
  • עיבוד שפה טבעית בעברית
  • בלשנות חישובית
  • ניתוח תחבירי וסמנטי
  • ניתוח שיח ורב שיח
  • שפות עשירות מורפולוגית
  • מודלים רב שפתיים
  • בינה מלאכותית
  • למידה חישובית ולמידה עמוקה

Natural Language Processing

Hebrew Language Processing

Computational Linguistics

Syntactic and Semantic Processing

Discourse and Dialogue Processing

Morphologically rich languages

Multilinguality and Universal Parsing

Artificial Intelligence

Conversational AI

Machine Learning and deep learning