Dafna Shahaf

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 66

Top Topics

Biologically Inspired Design

Dispute Resolution

Analogical Reasoning

Top Venues

EMNLP (Findings)

Publications

Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. NAACL-HLT (2024)
Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky
State of What Art? A Call for Multi-Prompt LLM Evaluation. CoRR (2024)
Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. CoRR (2024)
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)
Yonatan Bitton, Ron Yosef, Eliyahu Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky
VASR: Visual Analogies of Situation Recognition. AAAI (2023)
Shahar Jacob, Chen Shani, Dafna Shahaf
FAME: Flexible, Scalable Analogy Mappings Engine. CoRR (2023)
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. CoRR (2023)
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) (2023)
Chen Shani, Jilles Vreeken, Dafna Shahaf
Towards Concept-Aware Large Language Models. CoRR (2023)
Shahar Jacob, Chen Shani, Dafna Shahaf
FAME: Flexible, Scalable Analogy Mappings Engine. EMNLP (2023)
Chen Shani, Jilles Vreeken, Dafna Shahaf
Towards Concept-Aware Large Language Models. EMNLP (Findings) (2023)
Ron Yosef, Yonatan Bitton, Dafna Shahaf
IRFL: Image Recognition of Figurative Language. EMNLP (Findings) (2023)
Chen Shani, Jonathan Zarecki, Dafna Shahaf
The Lean Data Scientist: Recent Advances Toward Overcoming the Data Bottleneck. Commun. ACM 66 (2) (2023)
Dusan Misevic, Ignacio Atal, Denis Bedard, Eric Cherel, José Escamilla, Linda Evans, Valerie Hannon, Caroline Huron, Olivier Irrmann, René F. Kizilcec, Emmanuel Lazega, Kerri Lemoie, Ariel B. Lindner, Mariana Macedo, Gaell Mainguy, Richard Mann, Camille Masselot, Pietro Michelucci, Iryna Nikolayeva, Amy Ogan, Mar Pérez-Sanagustín, Niccolo Pescetelli, Sasha Poquet, Janet Rafner, Dominic Regester, Marc Santolini, Jean-Marc Sevin, Dafna Shahaf, Jacob Friis Sherson, Jacksón Smith, Mattias Söllner, Françoise Fogelman-Soulié, François Taddei, Liubov Tupikina, Sander van der Leeuw
Harnessing collective intelligence for the future of learning - a co-constructed research and development agenda. Hum. Comput. 10 (1) (2023)
Ron Yosef, Yonatan Bitton, Dafna Shahaf
IRFL: Image Recognition of Figurative Language. CoRR (2023)
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 (2022)
Oren Sultan, Dafna Shahaf
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. CoRR (2022)
Dan Ofer, Dafna Shahaf
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. CoRR (2022)
Dan Ofer, Dafna Shahaf
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. EMNLP (Findings) (2022)
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)
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. HT (2022)
Oren Sultan, Dafna Shahaf
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. EMNLP (2022)
Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. EMNLP (2022)
Hyeonsu B. Kang, Xin Qian, Tom Hope, Dafna Shahaf, Joel Chan, Aniket Kittur
Augmenting Scientific Creativity with an Analogical Search Engine. CoRR (2022)
Hyeonsu B. Kang, Xin Qian, Tom Hope, Dafna Shahaf, Joel Chan, Aniket Kittur
Augmenting Scientific Creativity with an Analogical Search Engine. ACM Trans. Comput. Hum. Interact. 29 (6) (2022)
Chen Shani, Jonathan Zarecki, Dafna Shahaf
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck. CoRR (2022)
Tom Hope, Ronen Tamari, Daniel Hershcovich, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf
Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas. CHI (2022)
Yonatan Bitton, Ron Yosef, Eli Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky
VASR: Visual Analogies of Situation Recognition. CoRR (2022)
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)
Kyle Richardson, Ronen Tamari, Oren Sultan, Reut Tsarfaty, Dafna Shahaf, Ashish Sabharwal
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. CoRR (2022)
Moran Mizrahi, Dafna Shahaf
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts. CoRR (2022)
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 (2021)
Chen Shani, Nadav Borenstein, Dafna Shahaf
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. ACL/IJCNLP (1) (2021)
Chen Shani, Nadav Borenstein, Dafna Shahaf
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. CoRR (2021)
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 (2021)
Nir Sweed, Dafna Shahaf
Catchphrase: Automatic Detection of Cultural References. CoRR (2021)
David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf
E-Commerce Dispute Resolution Prediction. CoRR (2021)
Moran Mizrahi, Dafna Shahaf
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts. CIKM (2021)
Nir Sweed, Dafna Shahaf
Catchphrase: Automatic Detection of Cultural References. ACL/IJCNLP (2) (2021)
Tom Hope, Ronen Tamari, Hyeonsu Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, Dafna Shahaf
Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas. CoRR (2021)
David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf
E-Commerce Dispute Resolution Prediction. CIKM (2020)
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
Language (Re)modelling: Towards Embodied Language Understanding. ACL (2020)
Moran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf
Coming to Terms: Automatic Formation of Neologisms in Hebrew. EMNLP (Findings) (2020)
Ronen Tamari, Gabriel Stanovsky, Dafna Shahaf, Reut Tsarfaty
Ecological Semantics: Programming Environments for Situated Language Understanding. CoRR (2020)
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
Language (Re)modelling: Towards Embodied Language Understanding. CoRR (2020)
Aniket Kittur, Lixiu Yu, Tom Hope, Joel Chan, Hila Lifshitz-Assaf, Karni Gilon, Felicia Y. Ng, Robert E. Kraut, Dafna Shahaf
Scaling up analogical innovation with crowds and AI. Proc. Natl. Acad. Sci. USA 116 (6) (2019)
Michael Doron, Idan Segev, Dafna Shahaf
Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models. KDD (2019)
Matthijs van Leeuwen, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1). ACM Trans. Knowl. Discov. Data 13 (1) (2019)
Karni Gilon, Joel Chan, Felicia Y. Ng, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf
Analogy Mining for Specific Design Needs. CHI (2018)
Yossi Azar, Eric Horvitz, Eyal Lubetzky, Yuval Peres, Dafna Shahaf
Tractable near-optimal policies for crawling. Proc. Natl. Acad. Sci. USA 115 (32) (2018)
Ronen Tamari, Hiroyuki Shindo, Dafna Shahaf, Yuji Matsumoto
Playing by the Book: Towards Agent-based Narrative Understanding through Role-playing and Simulation. CoRR (2018)
Joel Chan, Joseph Chee Chang, Tom Hope, Dafna Shahaf, Aniket Kittur
SOLVENT: A Mixed Initiative System for Finding Analogies between Research Papers. Proc. ACM Hum. Comput. Interact. 2 (CSCW) (2018)
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
Accelerating Innovation Through Analogy Mining. IJCAI (2018)
Tom Hope, Dafna Shahaf
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. WSDM (2018)
Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar
Learning to Route. HotNets (2017)
Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar
A Machine Learning Approach to Routing. CoRR (2017)
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
Accelerating Innovation Through Analogy Mining. KDD (2017)
Tom Hope, Dafna Shahaf
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. CoRR (2017)
Karni Gilon, Felicia Y. Ng, Joel Chan, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf
Analogy Mining for Specific Design Needs. CoRR (2017)
David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia. WSDM (2017)
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
Accelerating Innovation Through Analogy Mining. CoRR (2017)
Joel Chan, Tom Hope, Dafna Shahaf, Aniket Kittur
Scaling up Analogy with Crowdsourcing and Machine Learning. ICCBR Workshops (2016)
Tom Hope, Dafna Shahaf
Ballpark Learning: Estimating Labels from Rough Group Comparisons. CoRR (2016)
David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia. CoRR (2016)
Dafna Shahaf
A Hard Look at Soft Concepts. IJCAI (2016)
Tom Hope, Dafna Shahaf
Ballpark Learning: Estimating Labels from Rough Group Comparisons. ECML/PKDD (2) (2016)
Dafna Shahaf, Eric Horvitz, Robert Mankoff
Inside Jokes: Identifying Humorous Cartoon Captions. KDD (2015)
Dafna Shahaf, Carlos Guestrin, Eric Horvitz, Jure Leskovec
Information cartography. Commun. ACM 58 (11) (2015)
Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec
Information cartography: creating zoomable, large-scale maps of information. KDD (2013)
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) (2013)
Dafna Shahaf, Carlos Guestrin, Eric Horvitz
Metro maps of science. KDD (2012)
Dafna Shahaf, Carlos Guestrin
Connecting Two (or Less) Dots: Discovering Structure in News Articles. ACM Trans. Knowl. Discov. Data 5 (4) (2012)
Dafna Shahaf, Carlos Guestrin, Eric Horvitz
Trains of thought: generating information maps. WWW (2012)
Dafna Shahaf, Carlos Guestrin
Connecting the Dots between News Articles. IJCAI (2011)
Dafna Shahaf, Eric Horvitz
Generalized Task Markets for Human and Machine Computation. AAAI (2010)
Dafna Shahaf, Carlos Guestrin
Connecting the dots between news articles. KDD (2010)
Dafna Shahaf, Carlos Guestrin
Learning Thin Junction Trees via Graph Cuts. AISTATS (2009)
Dafna Shahaf, Eric Horvitz
Investigations of Continual Computation. IJCAI (2009)
Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin
Turning down the noise in the blogosphere. KDD (2009)
Dafna Shahaf, Eyal Amir
Logical Circuit Filtering. IJCAI (2007)
Dafna Shahaf, Eyal Amir
Towards a Theory of AI Completeness. AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning (2007)
Dafna Shahaf, Allen Chang, Eyal Amir
Learning Partially Observable Action Models: Efficient Algorithms. AAAI (2006)
Dafna Shahaf, Eyal Amir
Learning Partially Observable Action Schemas. AAAI (2006)