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Dafna Shahaf
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- affiliation: The Hebrew University of Jerusalem, Israel
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2020 – today
- 2024
- [j12]Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky:
State of What Art? A Call for Multi-Prompt LLM Evaluation. Trans. Assoc. Comput. Linguistics 12: 933-949 (2024) - [c45]Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu B. Kang, Joel Chan, Aniket Kittur
, Dafna Shahaf:
Imitation of Life: A Search Engine for Biologically Inspired Design. AAAI 2024: 503-511 - [c44]Oren Sultan, Alexander Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf:
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications. EMNLP (Industry Track) 2024: 1286-1304 - [c43]Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf:
Towards Translating Objective Product Attributes Into Customer Language. NAACL (Industry Track) 2024: 239-247 - [c42]Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf:
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. NAACL-HLT 2024: 5900-5924 - [i30]Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky:
State of What Art? A Call for Multi-Prompt LLM Evaluation. CoRR abs/2401.00595 (2024) - [i29]Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf:
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. CoRR abs/2403.01139 (2024) - [i28]Oren Sultan, Alex Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf:
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications. CoRR abs/2410.02952 (2024) - 2023
- [j11]Chen Shani, Jonathan Zarecki, Dafna Shahaf:
The Lean Data Scientist: Recent Advances Toward Overcoming the Data Bottleneck. Commun. ACM 66(2): 92-102 (2023) - [j10]Dusan Misevic, Ignacio Atal, Denis Bedard, Eric Cherel, José Escamilla, Linda Evans
Harnessing collective intelligence for the future of learning - a co-constructed research and development agenda. Hum. Comput. 10(1): 1-30 (2023) - [j9]Yuval Barak-Corren, David Tsurel, Daphna Keidar, Ilan Gofer, Dafna Shahaf, Maya Leventer-Roberts, Noam Barda, Ben Y. Reis
The value of parental medical records for the prediction of diabetes and cardiovascular disease: a novel method for generating and incorporating family histories. J. Am. Medical Informatics Assoc. 30(12): 1915-1924 (2023) - [c41]Yonatan Bitton, Ron Yosef, Eliyahu Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky:
VASR: Visual Analogies of Situation Recognition. AAAI 2023: 241-249 - [c40]Ron Yosef, Yonatan Bitton, Dafna Shahaf:
IRFL: Image Recognition of Figurative Language. EMNLP (Findings) 2023: 1044-1058 - [c39]Chen Shani, Jilles Vreeken, Dafna Shahaf:
Towards Concept-Aware Large Language Models. EMNLP (Findings) 2023: 13158-13170 - [c38]Shahar Jacob, Chen Shani, Dafna Shahaf:
FAME: Flexible, Scalable Analogy Mappings Engine. EMNLP 2023: 16426-16442 - [i27]Ron Yosef, Yonatan Bitton, Dafna Shahaf:
IRFL: Image Recognition of Figurative Language. CoRR abs/2303.15445 (2023) - [i26]Shahar Jacob, Chen Shani, Dafna Shahaf:
FAME: Flexible, Scalable Analogy Mappings Engine. CoRR abs/2311.01860 (2023) - [i25]Chen Shani, Jilles Vreeken, Dafna Shahaf:
Towards Concept-Aware Large Language Models. CoRR abs/2311.01866 (2023) - [i24]Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu B. Kang, Joel Chan, Aniket Kittur
Imitation of Life: A Search Engine for Biologically Inspired Design. CoRR abs/2312.12681 (2023) - 2022
- [j8]Hyeonsu B. Kang
Augmenting Scientific Creativity with an Analogical Search Engine. ACM Trans. Comput. Hum. Interact. 29(6): 57:1-57:36 (2022) - [c37]Tom Hope
Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas. CHI 2022: 12:1-12:15 - [c36]Chen Shani, Alexander Libov, Sofia Tolmach, Liane Lewin-Eytan, Yoelle Maarek, Dafna Shahaf:
"Alexa, Do You Want to Build a Snowman?" Characterizing Playful Requests to Conversational Agents. CHI Extended Abstracts 2022: 423:1-423:7 - [c35]Oren Sultan, Dafna Shahaf:
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. EMNLP 2022: 3547-3562 - [c34]Dan Ofer, Dafna Shahaf:
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. EMNLP (Findings) 2022: 5397-5403 - [c33]Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal:
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. EMNLP 2022: 9703-9719 - [c32]Ronen Tamari
From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking. HT 2022: 236-239 - [c31]Ronen Tamari
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking. *SEM@NAACL-HLT 2022: 101-122 - [i23]Ronen Tamari, Daniel Friedman, William Fischer, Lauren Hebert, Dafna Shahaf:
From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking. CoRR abs/2205.06345 (2022) - [i22]Hyeonsu B. Kang, Xin Qian, Tom Hope
Augmenting Scientific Creativity with an Analogical Search Engine. CoRR abs/2205.15476 (2022) - [i21]Oren Sultan, Dafna Shahaf:
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. CoRR abs/2210.12197 (2022) - [i20]Dan Ofer, Dafna Shahaf:
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. CoRR abs/2210.13016 (2022) - [i19]Moran Mizrahi, Dafna Shahaf:
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts. CoRR abs/2210.17235 (2022) - [i18]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) - [i17]Chen Shani, Jonathan Zarecki, Dafna Shahaf:
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck. CoRR abs/2211.07959 (2022) - [i16]Yonatan Bitton, Ron Yosef, Eli Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky:
VASR: Visual Analogies of Situation Recognition. CoRR abs/2212.04542 (2022) - 2021
- [c30]Nir Sweed, Dafna Shahaf:
Catchphrase: Automatic Detection of Cultural References. ACL/IJCNLP (2) 2021: 1-7 - [c29]Chen Shani, Nadav Borenstein, Dafna Shahaf:
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. ACL/IJCNLP (1) 2021: 14-28 - [c28]Moran Mizrahi, Dafna Shahaf:
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts. CIKM 2021: 1304-1314 - [i15]Tom Hope, Ronen Tamari, Hyeonsu B. Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, Dafna Shahaf:
Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas. CoRR abs/2102.09761 (2021) - [i14]Chen Shani, Alexander Libov, Sofia Tolmach, Liane Lewin-Eytan, Yoelle Maarek, Dafna Shahaf:
"Alexa, what do you do for fun?" Characterizing playful requests with virtual assistants. CoRR abs/2105.05571 (2021) - [i13]Chen Shani, Nadav Borenstein, Dafna Shahaf:
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. CoRR abs/2106.03048 (2021) - [i12]Nir Sweed, Dafna Shahaf:
Catchphrase: Automatic Detection of Cultural References. CoRR abs/2106.04830 (2021) - [i11]David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf:
E-Commerce Dispute Resolution Prediction. CoRR abs/2110.15730 (2021) - [i10]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
- [c27]Ronen Tamari
Language (Re)modelling: Towards Embodied Language Understanding. ACL 2020: 6268-6281 - [c26]David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf:
E-Commerce Dispute Resolution Prediction. CIKM 2020: 1465-1474 - [c25]Moran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf:
Coming to Terms: Automatic Formation of Neologisms in Hebrew. EMNLP (Findings) 2020: 4918-4929 - [i9]Ronen Tamari, Gabriel Stanovsky, Dafna Shahaf, Reut Tsarfaty:
Ecological Semantics: Programming Environments for Situated Language Understanding. CoRR abs/2003.04567 (2020) - [i8]Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf:
Language (Re)modelling: Towards Embodied Language Understanding. CoRR abs/2005.00311 (2020)
2010 – 2019
- 2019
- [j7]Aniket Kittur
Scaling up analogical innovation with crowds and AI. Proc. Natl. Acad. Sci. USA 116(6): 1870-1877 (2019) - [j6]Matthijs van Leeuwen
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). ACM Trans. Knowl. Discov. Data 13(1): 13:1-13:2 (2019) - [c24]Michael Doron, Idan Segev
Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models. KDD 2019: 425-435 - 2018
- [j5]Joel Chan, Joseph Chee Chang, Tom Hope
SOLVENT: A Mixed Initiative System for Finding Analogies between Research Papers. Proc. ACM Hum. Comput. Interact. 2(CSCW): 31:1-31:21 (2018) - [j4]Yossi Azar, Eric Horvitz, Eyal Lubetzky, Yuval Peres, Dafna Shahaf:
Tractable near-optimal policies for crawling. Proc. Natl. Acad. Sci. USA 115(32): 8099-8103 (2018) - [c23]Karni Gilon, Joel Chan, Felicia Y. Ng, Hila Lifshitz-Assaf, Aniket Kittur
Analogy Mining for Specific Design Needs. CHI 2018: 121 - [c22]Tom Hope
Accelerating Innovation Through Analogy Mining. IJCAI 2018: 5274-5278 - [c21]Tom Hope
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. WSDM 2018: 234-242 - [i7]Ronen Tamari, Hiroyuki Shindo, Dafna Shahaf, Yuji Matsumoto:
Playing by the Book: Towards Agent-based Narrative Understanding through Role-playing and Simulation. CoRR abs/1811.04319 (2018) - 2017
- [c20]Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar:
Learning to Route. HotNets 2017: 185-191 - [c19]Tom Hope
Accelerating Innovation Through Analogy Mining. KDD 2017: 235-243 - [c18]David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf:
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia. WSDM 2017: 345-354 - [i6]Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf:
Accelerating Innovation Through Analogy Mining. CoRR abs/1706.05585 (2017) - [i5]Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar:
A Machine Learning Approach to Routing. CoRR abs/1708.03074 (2017) - [i4]Tom Hope, Dafna Shahaf:
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. CoRR abs/1712.04828 (2017) - [i3]Karni Gilon, Felicia Y. Ng, Joel Chan, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf:
Analogy Mining for Specific Design Needs. CoRR abs/1712.06880 (2017) - 2016
- [c17]Joel Chan, Tom Hope, Dafna Shahaf, Aniket Kittur:
Scaling up Analogy with Crowdsourcing and Machine Learning. ICCBR Workshops 2016: 31-40 - [c16]Dafna Shahaf:
A Hard Look at Soft Concepts. IJCAI 2016: 4082-4085 - [c15]Tom Hope, Dafna Shahaf:
Ballpark Learning: Estimating Labels from Rough Group Comparisons. ECML/PKDD (2) 2016: 299-314 - [i2]Tom Hope, Dafna Shahaf:
Ballpark Learning: Estimating Labels from Rough Group Comparisons. CoRR abs/1607.00034 (2016) - [i1]David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf:
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia. CoRR abs/1612.03896 (2016) - 2015
- [j3]Dafna Shahaf, Carlos Guestrin, Eric Horvitz, Jure Leskovec
Information cartography. Commun. ACM 58(11): 62-73 (2015) - [c14]Dafna Shahaf, Eric Horvitz, Robert Mankoff:
Inside Jokes: Identifying Humorous Cartoon Captions. KDD 2015: 1065-1074 - 2013
- [j2]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
"Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator. SIGWEB Newsl. 2013(Spring): 4:1-4:9 (2013) - [c13]Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs
Information cartography: creating zoomable, large-scale maps of information. KDD 2013: 1097-1105 - 2012
- [b1]Dafna Shahaf:
Automatic Generation of Issue Maps: Structured, Interactive Outputs for Complex Information Needs. Carnegie Mellon University, USA, 2012 - [j1]Dafna Shahaf, Carlos Guestrin:
Connecting Two (or Less) Dots: Discovering Structure in News Articles. ACM Trans. Knowl. Discov. Data 5(4): 24:1-24:31 (2012) - [c12]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
Metro maps of science. KDD 2012: 1122-1130 - [c11]Dafna Shahaf, Carlos Guestrin, Eric Horvitz:
Trains of thought: generating information maps. WWW 2012: 899-908 - 2011
- [c10]Dafna Shahaf, Carlos Guestrin:
Connecting the Dots between News Articles. IJCAI 2011: 2734-2739 - 2010
- [c9]Dafna Shahaf, Eric Horvitz:
Generalized Task Markets for Human and Machine Computation. AAAI 2010: 986-993 - [c8]Dafna Shahaf, Carlos Guestrin:
Connecting the dots between news articles. KDD 2010: 623-632
2000 – 2009
- 2009
- [c7]Dafna Shahaf, Eric Horvitz:
Investigations of Continual Computation. IJCAI 2009: 285-291 - [c6]Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin:
Turning down the noise in the blogosphere. KDD 2009: 289-298 - [c5]Dafna Shahaf, Carlos Guestrin:
Learning Thin Junction Trees via Graph Cuts. AISTATS 2009: 113-120 - 2007
- [c4]Dafna Shahaf, Eyal Amir:
Towards a Theory of AI Completeness. AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning 2007: 150-155 - [c3]Dafna Shahaf, Eyal Amir:
Logical Circuit Filtering. IJCAI 2007: 2611-2618 - 2006
- [c2]Dafna Shahaf, Eyal Amir:
Learning Partially Observable Action Schemas. AAAI 2006: 913-919 - [c1]Dafna Shahaf, Allen Chang, Eyal Amir:
Learning Partially Observable Action Models: Efficient Algorithms. AAAI 2006: 920-926
Coauthor Index
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last updated on 2024-11-22 19:43 CET by the dblp team
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