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ORCIDReut Tsarfaty
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- affiliation: Bar-Ilan University, Israel
- affiliation (former): Allen Institute for Artificial Intelligence, Tel Aviv, Israel
- affiliation (former): Open University of Israel
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2020 – today
- 2024
[c67]Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni, Reut Tsarfaty, Jason Baldridge:
Into the Unknown: Generating Geospatial Descriptions for New Environments. ACL (Findings) 2024: 2259-2273- [c66]Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty:
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. ACL (Findings) 2024: 2274-2286 - [c65]Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal:
Multilingual Instruction Tuning With Just a Pinch of Multilinguality. ACL (Findings) 2024: 2304-2317 - [c64]Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Reut Tsarfaty:
MRL Parsing Without Tears: The Case of Hebrew. ACL (Findings) 2024: 4537-4550 - [c63]Avshalom Manevich, Reut Tsarfaty:
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD). ACL (Findings) 2024: 6008-6022 - [c62]Tzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, Reut Tsarfaty:
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew. ACL (Findings) 2024: 6378-6388 - [c61]Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni, Jason Baldridge, Reut Tsarfaty:
Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions. EACL (1) 2024: 1026-1040 - [c60]Danit Yshaayahu Levi, Reut Tsarfaty:
A Truly Joint Neural Architecture for Segmentation and Parsing. EACL (1) 2024: 1408-1420 - [c59]Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalia Aizenberg:
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL (Short Papers) 2024: 829-844 - [i52]Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal:
Multilingual Instruction Tuning With Just a Pinch of Multilinguality. CoRR abs/2401.01854 (2024) - [i51]Danit Yshaayahu Levi, Reut Tsarfaty:
A Truly Joint Neural Architecture for Segmentation and Parsing. CoRR abs/2402.02564 (2024) - [i50]Tzuf Paz-Argaman, Sayali Kulkarni, John Palowitch, Jason Baldridge, Reut Tsarfaty:
Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial Descriptions. CoRR abs/2402.16364 (2024) - [i49]Yotam Intrator, Matan Halfon, Roman Goldenberg
, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalie Aizenberg:
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? CoRR abs/2403.04792 (2024) - [i48]Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty:
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. CoRR abs/2403.06265 (2024) - [i47]Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Reut Tsarfaty:
MRL Parsing Without Tears: The Case of Hebrew. CoRR abs/2403.06970 (2024) - [i46]Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements. CoRR abs/2404.06283 (2024) - [i45]Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, Moshe Koppel, Reut Tsarfaty:
Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? CoRR abs/2405.07099 (2024) - [i44]Valentina Pyatkin, Bonnie Webber, Ido Dagan, Reut Tsarfaty:
Superlatives in Context: Explicit and Implicit Domain Restrictions for Superlative Frames. CoRR abs/2405.20967 (2024) - [i43]Tzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, Reut Tsarfaty:
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew. CoRR abs/2406.03897 (2024) - [i42]Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni, Reut Tsarfaty, Jason Baldridge:
Into the Unknown: Generating Geospatial Descriptions for New Environments. CoRR abs/2406.19967 (2024) - [i41]Omer Goldman, Alon Jacovi, Aviv Slobodkin, Aviya Maimon, Ido Dagan, Reut Tsarfaty:
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP. CoRR abs/2407.00402 (2024) - [i40]Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty:
NoviCode: Generating Programs from Natural Language Utterances by Novices. CoRR abs/2407.10626 (2024) - [i39]Avshalom Manevich, Reut Tsarfaty:
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD). CoRR abs/2408.04664 (2024) - 2023
- [j8]Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, Reut Tsarfaty, Ido Dagan, Vera Demberg:
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design. Trans. Assoc. Comput. Linguistics 11: 1014-1032 (2023) - [c58]Roni Rabin, Alexandre Djerbetian, Roee Engelberg, Lidan Hackmon, Gal Elidan, Reut Tsarfaty, Amir Globerson:
Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment. ACL (2) 2023: 215-227 - [c57]David Guriel, Omer Goldman, Reut Tsarfaty:
Morphological Inflection with Phonological Features. ACL (2) 2023: 613-622 - [c56]Tzuf Paz-Argaman, Tal Bauman, Itai Mondshine, Itzhak Omer, Sagi Dalyot, Reut Tsarfaty:
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text. ACL (Findings) 2023: 7311-7321 - [c55]Matan Eyal, Hila Noga, Roee Aharoni, Idan Szpektor, Reut Tsarfaty:
Multilingual Sequence-to-Sequence Models for Hebrew NLP. ACL (Findings) 2023: 7700-7708 - [c54]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. ACL (1) 2023: 13623-13640 - [c53]Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, Moshe Koppel, Reut Tsarfaty:
Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? EACL 2023: 849-864 - [c52]Ben Hagag, Reut Tsarfaty:
The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment. EMNLP (Findings) 2023: 3850-3865 - [c51]Tal Levy, Omer Goldman, Reut Tsarfaty:
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces. EMNLP (Findings) 2023: 5243-5254 - [c50]Aviya Maimon, Reut Tsarfaty:
COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts. EMNLP 2023: 5328-5343 - [c49]Amir D. N. Cohen, Hilla Merhav-Fine, Yoav Goldberg, Reut Tsarfaty:
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark. EMNLP (Findings) 2023: 13693-13705 - [c48]Omer Goldman, Khuyagbaatar Batsuren, Salam Khalifa, Aryaman Arora, Garrett Nicolai, Reut Tsarfaty, Ekaterina Vylomova:
SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 2023: 117-125 - [i38]Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, Reut Tsarfaty, Ido Dagan, Vera Demberg:
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design. CoRR abs/2304.00815 (2023) - [i37]Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds. CoRR abs/2305.14785 (2023) - [i36]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. CoRR abs/2305.16740 (2023) - [i35]David Guriel, Omer Goldman, Reut Tsarfaty:
Morphological Inflection with Phonological Features. CoRR abs/2306.12581 (2023) - [i34]Tzuf Paz-Argaman, Tal Bauman, Itai Mondshine, Itzhak Omer, Sagi Dalyot, Reut Tsarfaty:
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text. CoRR abs/2307.00509 (2023) - [i33]Roni Rabin, Alexandre Djerbetian, Roee Engelberg, Lidan Hackmon, Gal Elidan, Reut Tsarfaty, Amir Globerson:
Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment. CoRR abs/2307.03319 (2023) - [i32]Aviya Maimon, Reut Tsarfaty:
A Novel Computational and Modeling Foundation for Automatic Coherence Assessment. CoRR abs/2310.00598 (2023) - [i31]Tal Levy, Omer Goldman, Reut Tsarfaty:
Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces. CoRR abs/2310.15905 (2023) - [i30]Aviya Maimon, Reut Tsarfaty:
CoheSentia: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts. CoRR abs/2310.16329 (2023) - [i29]Daniela Ben-David, Tzuf Paz-Argaman, Reut Tsarfaty:
Apollo: Zero-shot MultiModal Reasoning with Multiple Experts. CoRR abs/2310.18369 (2023) - [i28]Eylon Guetta, Omer Goldman, Reut Tsarfaty:
Explicit Morphological Knowledge Improves Pre-training of Language Models for Hebrew. CoRR abs/2311.00658 (2023) - 2022
- [j7]Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. Trans. Assoc. Comput. Linguistics 10: 764-784 (2022) - [j6]Royi Lachmy, Valentina Pyatkin, Avshalom Manevich, Reut Tsarfaty:
Draw Me a Flower: Processing and Grounding Abstraction in Natural Language. Trans. Assoc. Comput. Linguistics 10: 1341-1356 (2022) - [j5]Omer Goldman, Reut Tsarfaty:
Morphology Without Borders: Clause-Level Morphology. Trans. Assoc. Comput. Linguistics 10: 1455-1472 (2022) - [c47]Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Shaked Greenfeld, Reut Tsarfaty:
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level. ACL (1) 2022: 46-56 - [c46]David Guriel, Omer Goldman, Reut Tsarfaty:
Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study. ACL (2) 2022: 196-202 - [c45]Omer Goldman, David Guriel, Reut Tsarfaty:
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance. ACL (2) 2022: 864-870 - [c44]Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal:
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. EMNLP 2022: 9703-9719 - [c43]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Abbott Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. LREC 2022: 840-855 - [c42]Merel C. J. Scholman, Valentina Pyatkin, Frances Yung, Ido Dagan, Reut Tsarfaty, Vera Demberg:
Design Choices in Crowdsourcing Discourse Relation Annotations: The Effect of Worker Selection and Training. LREC 2022: 2148-2156 - [c41]Ronen Tamari, Kyle Richardson, Noam Kahlon, Aviad Sar-Shalom, Nelson F. Liu, Reut Tsarfaty, Dafna Shahaf:
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking. *SEM@NAACL-HLT 2022: 101-122 - [i27]Omer Goldman, Reut Tsarfaty:
Morphology Without Borders: Clause-Level Morphological Annotation. CoRR abs/2202.12832 (2022) - [i26]David Guriel, Omer Goldman, Reut Tsarfaty:
Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study. CoRR abs/2203.08527 (2022) - [i25]Idan Brusilovsky, Reut Tsarfaty:
Neural Token Segmentation for High Token-Internal Complexity. CoRR abs/2203.10845 (2022) - [i24]Omri Keren, Tal Avinari, Reut Tsarfaty, Omer Levy:
Breaking Character: Are Subwords Good Enough for MRLs After All? CoRR abs/2204.04748 (2022) - [i23]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. CoRR abs/2205.03608 (2022) - [i22]Kyle Richardson, Ronen Tamari, Oren Sultan, Reut Tsarfaty, Dafna Shahaf, Ashish Sabharwal:
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. CoRR abs/2211.07950 (2022) - [i21]Eylon Guetta, Avi Shmidman, Shaltiel Shmidman, Cheyn Shmuel Shmidman, Joshua Guedalia, Moshe Koppel, Dan Bareket, Amit Seker, Reut Tsarfaty:
Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them All. CoRR abs/2211.15199 (2022) - [i20]Matan Eyal, Hila Noga, Roee Aharoni, Idan Szpektor, Reut Tsarfaty:
Multilingual Sequence-to-Sequence Models for Hebrew NLP. CoRR abs/2212.09682 (2022) - 2021
- [j4]Dan Bareket, Reut Tsarfaty:
Neural Modeling for Named Entities and Morphology (NEMO2). Trans. Assoc. Comput. Linguistics 9: 909-928 (2021) - [c40]Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, Reut Tsarfaty:
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing. ACL/IJCNLP (1) 2021: 953-965 - [c39]Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty, Ido Dagan:
Asking It All: Generating Contextualized Questions for any Semantic Role. EMNLP (1) 2021: 1429-1441 - [c38]Omer Goldman, Reut Tsarfaty:
Minimal Supervision for Morphological Inflection. EMNLP (1) 2021: 2078-2088 - [e5]Paola Merlo, Jörg Tiedemann, Reut Tsarfaty:
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-02-2 [contents] - [i19]Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Shaked Greenfeld, Reut Tsarfaty:
AlephBERT: A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With. CoRR abs/2104.04052 (2021) - [i18]Omer Goldman, Reut Tsarfaty:
Minimal Supervision for Morphological Inflection. CoRR abs/2104.08512 (2021) - [i17]Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, Reut Tsarfaty:
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing. CoRR abs/2106.08037 (2021) - [i16]Royi Lachmy, Valentina Pyatkin, Reut Tsarfaty:
Draw Me a Flower: Grounding Formal Abstract Structures Stated in Informal Natural Language. CoRR abs/2106.14321 (2021) - [i15]Omer Goldman, David Guriel, Reut Tsarfaty:
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance. CoRR abs/2108.05682 (2021) - [i14]Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan:
Asking It All: Generating Contextualized Questions for any Semantic Role. CoRR abs/2109.04832 (2021) - [i13]Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. CoRR abs/2109.12085 (2021) - [i12]Ronen Tamari, Kyle Richardson, Aviad Sar-Shalom, Noam Kahlon, Nelson F. Liu, Reut Tsarfaty, Dafna Shahaf:
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking. CoRR abs/2112.00086 (2021) - 2020
- [c37]Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty:
pyBART: Evidence-based Syntactic Transformations for IE. ACL (demo) 2020: 47-55 - [c36]Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker:
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020: 7396-7408 - [c35]Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty:
The Extraordinary Failure of Complement Coercion Crowdsourcing. Insights 2020: 106-116 - [c34]Tzuf Paz-Argaman, Reut Tsarfaty, Gal Chechik, Yuval Atzmon:
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization. EMNLP (Findings) 2020: 569-579 - [c33]Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hannaneh 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:
Evaluating Models' Local Decision Boundaries via Contrast Sets. EMNLP (Findings) 2020: 1307-1323 - [c32]Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, Ido Dagan:
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines. EMNLP (1) 2020: 2804-2819 - [c31]Avi Shmidman, Joshua Guedalia, Shaltiel Shmidman, Moshe Koppel, Reut Tsarfaty:
A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration. EMNLP (Findings) 2020: 3316-3326 - [c30]Amit Seker, Reut Tsarfaty:
A Pointer Network Architecture for Joint Morphological Segmentation and Tagging. EMNLP (Findings) 2020: 4368-4378 - [c29]Stav Klein, Reut Tsarfaty:
Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? SIGMORPHON 2020: 204-209 - [e4]Gosse Bouma, Yuji Matsumoto, Stephan Oepen, Kenji Sagae, Djamé Seddah, Weiwei Sun, Anders Søgaard, Reut Tsarfaty, Dan Zeman:
Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies, IWPT 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-11-8 [contents] - [i11]Ronen Tamari, Gabriel Stanovsky, Dafna Shahaf, Reut Tsarfaty:
Ecological Semantics: Programming Environments for Situated Language Understanding. CoRR abs/2003.04567 (2020) - [i10]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:
Evaluating NLP Models via Contrast Sets. CoRR abs/2004.02709 (2020) - [i9]Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty:
pyBART: Evidence-based Syntactic Transformations for IE. CoRR abs/2005.01306 (2020) - [i8]Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker:
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? CoRR abs/2005.01330 (2020) - [i7]Dan Bareket, Reut Tsarfaty:
Neural Modeling for Named Entities and Morphology (NEMO^2). CoRR abs/2007.15620 (2020) - [i6]Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, Ido Dagan:
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines. CoRR abs/2010.02815 (2020) - [i5]Avi Shmidman, Joshua Guedalia, Shaltiel Shmidman, Moshe Koppel, Reut Tsarfaty:
A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration. CoRR abs/2010.02864 (2020) - [i4]Tzuf Paz-Argaman, Yuval Atzmon, Gal Chechik, Reut Tsarfaty:
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization. CoRR abs/2010.03276 (2020) - [i3]Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty:
The Extraordinary Failure of Complement Coercion Crowdsourcing. CoRR abs/2010.05971 (2020)
2010 – 2019
- 2019
- [j3]Amir More, Amit Seker, Victoria Basmova, Reut Tsarfaty:
Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew. Trans. Assoc. Comput. Linguistics 7: 33-48 (2019) - [c28]Reut Tsarfaty, Shoval Sadde, Stav Klein, Amit Seker:
What's Wrong with Hebrew NLP? And How to Make it Right. EMNLP/IJCNLP (3) 2019: 259-264 - [c27]Tzuf Paz-Argaman, Reut Tsarfaty:
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation. EMNLP/IJCNLP (1) 2019: 6448-6454 - [i2]Reut Tsarfaty, Amit Seker, Shoval Sadde, Stav Klein:
What's Wrong with Hebrew NLP? And How to Make it Right. CoRR abs/1908.05453 (2019) - [i1]Tzuf Paz-Argaman, Reut Tsarfaty:
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation. CoRR abs/1909.08970 (2019) - 2018
- [c26]Shoval Sadde, Amit Seker, Reut Tsarfaty:
The Hebrew Universal Dependency Treebank: Past Present and Future. UDW@EMNLP 2018: 133-143 - [c25]Adam Amram, Anat Ben-David, Reut Tsarfaty:
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew. COLING 2018: 2242-2252 - [c24]Amit Seker, Amir More, Reut Tsarfaty:
Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task. CoNLL Shared Task (2) 2018: 208-215 - [c23]Amir More, Özlem Çetinoglu, Çagri Çöltekin, Nizar Habash, Benoît Sagot, Djamé Seddah, Dima Taji, Reut Tsarfaty:
CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing. LREC 2018 - [c22]Reut Tsarfaty:
The Natural Language Programming (NLPRO) Project: Turning Text into Executable Code. REFSQ Workshops 2018 - 2017
- [c21]Tomer Cagan, Stefan L. Frank, Reut Tsarfaty:
Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG). ACL (1) 2017: 1331-1341 - [c20]Amir More, Reut Tsarfaty:
Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared Task. CoNLL Shared Task (2) 2017: 253-264 - 2016
- [c19]Amir More, Reut Tsarfaty:
Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies. COLING 2016: 337-348 - [c18]Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, Daniel Zeman:
Universal Dependencies v1: A Multilingual Treebank Collection. LREC 2016 - 2014
- [c17]Reut Tsarfaty, Ilia Pogrebezky, Guy Weiss, Yaarit Natan, Smadar Szekely, David Harel:
Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation. EMNLP 2014: 1296-1307 - [p1]Reut Tsarfaty:
Syntax and Parsing of Semitic Languages. NLP of Semitic Languages 2014: 67-128 - 2013
- [j2]Reut Tsarfaty, Djamé Seddah, Sandra Kübler, Joakim Nivre:
Parsing Morphologically Rich Languages: Introduction to the Special Issue. Comput. Linguistics 39(1): 15-22 (2013) - [j1]Nathan Schneider, Reut Tsarfaty:
Design Patterns in Fluid Construction Grammar Luc Steels (editor) Universitat Pompeu Fabra and Sony Computer Science Laboratory, Paris Amsterdam: John Benjamins Publishing Company (Constructional Approaches to Language series, edited by Mirjam Fried and Jan-Ola Östman, volume 11), 2012, xi+332 pp; hardbound, ISBN 978-90-272-0433-2, €99.00, $149.00. Comput. Linguistics 39(2): 447-453 (2013) - [c16]Reut Tsarfaty:
A Unified Morpho-Syntactic Scheme of Stanford Dependencies. ACL (2) 2013: 578-584 - [c15]Djamé Seddah, Reut Tsarfaty, Sandra Kübler, Marie Candito, Jinho D. Choi, Richárd Farkas, Jennifer Foster, Iakes Goenaga, Koldo Gojenola Galletebeitia, Yoav Goldberg, Spence Green, Nizar Habash, Marco Kuhlmann, Wolfgang Maier, Joakim Nivre, Adam Przepiórkowski, Ryan Roth, Wolfgang Seeker, Yannick Versley, Veronika Vincze, Marcin Wolinski, Alina Wróblewska, Éric Villemonte de la Clergerie:
Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages. SPMRL@EMNLP 2013: 146-182 - 2012
- [c14]Reut Tsarfaty, Joakim Nivre, Evelina Andersson:
Joint Evaluation of Morphological Segmentation and Syntactic Parsing. ACL (2) 2012: 6-10 - [c13]Reut Tsarfaty, Joakim Nivre, Evelina Andersson:
Cross-Framework Evaluation for Statistical Parsing. EACL 2012: 44-54 - [e3]Marianna Apidianaki, Ido Dagan, Jennifer Foster, Yuval Marton, Djamé Seddah, Reut Tsarfaty:
Proceedings of the Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages, SPMRL@ACL 2012, Jeju, Republic of Korea, July 12, 2012. Association for Computational Linguistics 2012, ISBN 978-1-937284-30-5 [contents] - 2011
- [c12]Reut Tsarfaty, Joakim Nivre, Evelina Andersson:
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation. EMNLP 2011: 385-396 - [e2]Djamé Seddah, Reut Tsarfaty, Jennifer Foster:
Proceedings of the Second Workshop on Statistical Parsing of Morphologically Rich Languages, SPMRL@IWPT 2011, Dublin, Ireland, October 6, 2011. Association for Computational Linguistics 2011, ISBN 978-1-932432-73-2 [contents] - 2010
- [c11]Reut Tsarfaty, Djamé Seddah, Yoav Goldberg, Sandra Kübler, Yannick Versley, Marie Candito, Jennifer Foster, Ines Rehbein, Lamia Tounsi:
Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither. SPMRL@NAACL-HLT 2010: 1-12 - [c10]Reut Tsarfaty, Khalil Sima'an:
Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew. SPMRL@NAACL-HLT 2010: 40-48 - [e1]Djamé Seddah, Sandra Koebler, Reut Tsarfaty:
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, SPMRL@NAACL-HLT 2010, Los Angeles, CA, USA, June 5, 2010. Association for Computational Linguistics 2010 [contents]
2000 – 2009
- 2009
- [c9]Yoav Goldberg, Reut Tsarfaty, Meni Adler, Michael Elhadad:
Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities. EACL 2009: 327-335 - [c8]Reut Tsarfaty, Khalil Sima'an, Remko Scha:
An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language. EMNLP 2009: 842-851 - 2008
- [c7]Yoav Goldberg, Reut Tsarfaty:
A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing. ACL 2008: 371-379 - [c6]Reut Tsarfaty, Khalil Sima'an:
Relational-Realizational Parsing. COLING 2008: 889-896 - [c5]Reut Tsarfaty, Yoav Goldberg:
Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics. LREC 2008 - 2007
- [c4]Reut Tsarfaty, Khalil Sima'an:
Three-Dimensional Parametrization for Parsing Morphologically Rich Languages. IWPT 2007: 156-167 - [c3]Reut Tsarfaty, Khalil Sima'an:
Accurate Unlexicalized Parsing for Modern Hebrew. TSD 2007: 39-47 - 2006
- [c2]Reut Tsarfaty:
Integrated Morphological and Syntactic Disambiguation for Modern Hebrew. ACL 2006 - 2005
- [c1]Reut Tsarfaty:
Participants in Action: The Interplay of Aspectual Meanings and Thematic Relations in the Semantics of Semitic Morphology. TbiLLC 2005: 200-215
Coauthor Index
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