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Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking


Nov 30, 2021
Ronen Tamari, Kyle Richardson, Aviad Sar-Shalom, Noam Kahlon, Nelson Liu, Reut Tsarfaty, Dafna Shahaf

* Code and data will be made available at project page: https://tiny.one/8wjxwd7z 

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Text-based NP Enrichment


Sep 24, 2021
Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty


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Asking It All: Generating Contextualized Questions for any Semantic Role


Sep 10, 2021
Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan

* Accepted as a long paper to EMNLP 2021, Main Conference 

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(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance


Aug 12, 2021
Omer Goldman, David Guriel, Reut Tsarfaty


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Draw Me a Flower: Grounding Formal Abstract Structures Stated in Informal Natural Language


Jun 27, 2021
Royi Lachmy, Valentina Pyatkin, Reut Tsarfaty


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The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing


Jun 15, 2021
Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, Reut Tsarfaty

* ACL 2021 

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Minimal Supervision for Morphological Inflection


Apr 17, 2021
Omer Goldman, Reut Tsarfaty


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AlephBERT:A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With


Apr 08, 2021
Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Shaked Greenfeld, Reut Tsarfaty


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The Extraordinary Failure of Complement Coercion Crowdsourcing


Oct 12, 2020
Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty

* Workshop on Insights from Negative Results in NLP, co-located with EMNLP 2020 

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ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization


Oct 07, 2020
Tzuf Paz-Argaman, Yuval Atzmon, Gal Chechik, Reut Tsarfaty

* 11 pages, Findings of EMNLP 2020 

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A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration


Oct 06, 2020
Avi Shmidman, Joshua Guedalia, Shaltiel Shmidman, Moshe Koppel, Reut Tsarfaty

* Findings of EMNLP, 2020 

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QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines


Oct 06, 2020
Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, Ido Dagan

* To appear at EMNLP 2020 

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Neural Modeling for Named Entities and Morphology (NEMO^2)


Jul 30, 2020
Dan Bareket, Reut Tsarfaty


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pyBART: Evidence-based Syntactic Transformations for IE


Jun 04, 2020
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty

* Accepted ACL2020 system demonstration paper 

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From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?


May 04, 2020
Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker


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Evaluating NLP Models via Contrast Sets


Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou


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Ecological Semantics: Programming Environments for Situated Language Understanding


Mar 10, 2020
Ronen Tamari, Gabriel Stanovsky, Dafna Shahaf, Reut Tsarfaty

* Accepted to Bridging AI and Cognitive Science (BAICS) workshop at ICLR2020. For interactive demos, see https://eco-sem.github.io/ 

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RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation


Sep 19, 2019
Tzuf Paz-Argaman, Reut Tsarfaty

* accepted to appear at the EMNLP 2019 conference 

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What's Wrong with Hebrew NLP? And How to Make it Right


Aug 15, 2019
Reut Tsarfaty, Amit Seker, Shoval Sadde, Stav Klein


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