Dafna Shahaf

95 papers A* 25A 5Misc 1Journal 48Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLMs versus the Halting Problem: Revisiting Program Termination Prediction.
CoRR
Oren Sultan, Jordi Armengol-Estapé, Pascal Kesseli, Julien Vanegue, Dafna Shahaf, Yossi Adi, Peter W. O'Hearn
2025 J jnl
Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations.
CoRR
Moran Mizrahi, Chen Shani, Gabriel Stanovsky, Dan Jurafsky, Dafna Shahaf
2025 A* conf
Finding your MUSE: Mining Unexpected Solutions Engine.
EMNLP
Nir Sweed, Hanit Hakim, Ben Wolfson, Hila Lifshitz, Dafna Shahaf
2025 J jnl
Finding your MUSE: Mining Unexpected Solutions Engine.
CoRR
Nir Sweed, Hanit Hakim, Ben Wolfson, Hila Lifshitz, Dafna Shahaf
2025 J jnl
InterFeat: An Automated Pipeline for Finding Interesting Hypotheses in Structured Biomedical Data.
CoRR
Dan Ofer, Michal Linial, Dafna Shahaf
2025 J jnl
One Joke to Rule them All? On the (Im)possibility of Generalizing Humor.
CoRR
Mor Turgeman, Chen Shani, Dafna Shahaf
2025 J jnl
Towards Reliable Proof Generation with LLMs: A Neuro-Symbolic Approach.
CoRR
Oren Sultan, Eitan Stern, Dafna Shahaf
2024 A* conf
Imitation of Life: A Search Engine for Biologically Inspired Design.
AAAI
Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf
2024 — conf
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies.
NAACL-HLT
Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf
2024 J jnl
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies.
CoRR
Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf
2024 J jnl
State of What Art? A Call for Multi-Prompt LLM Evaluation.
CoRR
Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky
2024 J jnl
State of What Art? A Call for Multi-Prompt LLM Evaluation.
Trans. Assoc. Comput. Linguistics
Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky
2024 — conf
Towards Translating Objective Product Attributes Into Customer Language.
NAACL (Industry Track)
Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf
2024 — conf
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications.
EMNLP (Industry Track)
Oren Sultan, Alexander Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf
2024 J jnl
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications.
CoRR
Oren Sultan, Alex Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf
2023 A* conf
FAME: Flexible, Scalable Analogy Mappings Engine.
EMNLP
Shahar Jacob, Chen Shani, Dafna Shahaf
2023 J jnl
FAME: Flexible, Scalable Analogy Mappings Engine.
CoRR
Shahar Jacob, Chen Shani, Dafna Shahaf
2023 J jnl
Harnessing collective intelligence for the future of learning - a co-constructed research and development agenda.
Hum. Comput.
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
2023 — conf
IRFL: Image Recognition of Figurative Language.
EMNLP (Findings)
Ron Yosef, Yonatan Bitton, Dafna Shahaf
2023 J jnl
IRFL: Image Recognition of Figurative Language.
CoRR
Ron Yosef, Yonatan Bitton, Dafna Shahaf
2023 J jnl
Imitation of Life: A Search Engine for Biologically Inspired Design.
CoRR
Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf
2023 J jnl
The Lean Data Scientist: Recent Advances Toward Overcoming the Data Bottleneck.
Commun. ACM
Chen Shani, Jonathan Zarecki, Dafna Shahaf
2023 J jnl
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.
Yuval Barak-Corren, David Tsurel, Daphna Keidar, Ilan Gofer, Dafna Shahaf, Maya Leventer-Roberts, Noam Barda, Ben Y. Reis
2023 — conf
Towards Concept-Aware Large Language Models.
EMNLP (Findings)
Chen Shani, Jilles Vreeken, Dafna Shahaf
2023 J jnl
Towards Concept-Aware Large Language Models.
CoRR
Chen Shani, Jilles Vreeken, Dafna Shahaf
2023 A* conf
VASR: Visual Analogies of Situation Recognition.
AAAI
Yonatan Bitton, Ron Yosef, Eliyahu Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky
2022 — conf
"Alexa, Do You Want to Build a Snowman?" Characterizing Playful Requests to Conversational Agents.
CHI Extended Abstracts
Chen Shani, Alexander Libov, Sofia Tolmach, Liane Lewin-Eytan, Yoelle Maarek, Dafna Shahaf
2022 J jnl
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts.
CoRR
Moran Mizrahi, Dafna Shahaf
2022 J jnl
Augmenting Scientific Creativity with an Analogical Search Engine.
CoRR
Hyeonsu B. Kang, Xin Qian, Tom Hope, Dafna Shahaf, Joel Chan, Aniket Kittur
2022 J jnl
Augmenting Scientific Creativity with an Analogical Search Engine.
ACM Trans. Comput. Hum. Interact.
Hyeonsu B. Kang, Xin Qian, Tom Hope, Dafna Shahaf, Joel Chan, Aniket Kittur
2022 A* conf
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs.
EMNLP
Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal
2022 J jnl
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs.
CoRR
Kyle Richardson, Ronen Tamari, Oren Sultan, Reut Tsarfaty, Dafna Shahaf, Ashish Sabharwal
2022 — conf
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game.
EMNLP (Findings)
Dan Ofer, Dafna Shahaf
2022 J jnl
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game.
CoRR
Dan Ofer, Dafna Shahaf
2022 — conf
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking.
*SEM@NAACL-HLT
Ronen Tamari, Kyle Richardson, Noam Kahlon, Aviad Sar-Shalom, Nelson F. Liu, Reut Tsarfaty, Dafna Shahaf
2022 — conf
From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking.
HT
Ronen Tamari, Daniel Friedman, William Fischer, Lauren Hebert, Dafna Shahaf
2022 J jnl
From Users to (Sense)Makers: On the Pivotal Role of Stigmergic Social Annotation in the Quest for Collective Sensemaking.
CoRR
Ronen Tamari, Daniel Friedman, William Fischer, Lauren Hebert, Dafna Shahaf
2022 A* conf
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes.
EMNLP
Oren Sultan, Dafna Shahaf
2022 J jnl
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes.
CoRR
Oren Sultan, Dafna Shahaf
2022 A* conf
Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas.
CHI
Tom Hope, Ronen Tamari, Daniel Hershcovich, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf
2022 J jnl
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck.
CoRR
Chen Shani, Jonathan Zarecki, Dafna Shahaf
2022 J jnl
VASR: Visual Analogies of Situation Recognition.
CoRR
Yonatan Bitton, Ron Yosef, Eli Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky
2021 J jnl
"Alexa, what do you do for fun?" Characterizing playful requests with virtual assistants.
CoRR
Chen Shani, Alexander Libov, Sofia Tolmach, Liane Lewin-Eytan, Yoelle Maarek, Dafna Shahaf
2021 A conf
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts.
CIKM
Moran Mizrahi, Dafna Shahaf
2021 — conf
Catchphrase: Automatic Detection of Cultural References.
ACL/IJCNLP (2)
Nir Sweed, Dafna Shahaf
2021 J jnl
Catchphrase: Automatic Detection of Cultural References.
CoRR
Nir Sweed, Dafna Shahaf
2021 J jnl
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking.
CoRR
Ronen Tamari, Kyle Richardson, Aviad Sar-Shalom, Noam Kahlon, Nelson F. Liu, Reut Tsarfaty, Dafna Shahaf
2021 J jnl
E-Commerce Dispute Resolution Prediction.
CoRR
David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf
2021 — conf
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements.
ACL/IJCNLP (1)
Chen Shani, Nadav Borenstein, Dafna Shahaf
2021 J jnl
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements.
CoRR
Chen Shani, Nadav Borenstein, Dafna Shahaf
2021 J jnl
Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas.
CoRR
Tom Hope, Ronen Tamari, Hyeonsu B. Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, Dafna Shahaf
2020 — conf
Coming to Terms: Automatic Formation of Neologisms in Hebrew.
EMNLP (Findings)
Moran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf
2020 A conf
E-Commerce Dispute Resolution Prediction.
CIKM
David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf
2020 J jnl
Ecological Semantics: Programming Environments for Situated Language Understanding.
CoRR
Ronen Tamari, Gabriel Stanovsky, Dafna Shahaf, Reut Tsarfaty
2020 A* conf
Language (Re)modelling: Towards Embodied Language Understanding.
ACL
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
2020 J jnl
Language (Re)modelling: Towards Embodied Language Understanding.
CoRR
Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf
2019 J jnl
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1).
ACM Trans. Knowl. Discov. Data
Matthijs van Leeuwen, Polo Chau, Jilles Vreeken, Dafna Shahaf, Christos Faloutsos
2019 A* conf
Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models.
KDD
Michael Doron, Idan Segev, Dafna Shahaf
2019 J jnl
Scaling up analogical innovation with crowds and AI.
Proc. Natl. Acad. Sci. USA
Aniket Kittur, Lixiu Yu, Tom Hope, Joel Chan, Hila Lifshitz-Assaf, Karni Gilon, Felicia Y. Ng, Robert E. Kraut, Dafna Shahaf
2018 A* conf
Accelerating Innovation Through Analogy Mining.
IJCAI
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
2018 A* conf
Analogy Mining for Specific Design Needs.
CHI
Karni Gilon, Joel Chan, Felicia Y. Ng, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf
2018 A conf
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons.
WSDM
Tom Hope, Dafna Shahaf
2018 J jnl
Playing by the Book: Towards Agent-based Narrative Understanding through Role-playing and Simulation.
CoRR
Ronen Tamari, Hiroyuki Shindo, Dafna Shahaf, Yuji Matsumoto
2018 J jnl
SOLVENT: A Mixed Initiative System for Finding Analogies between Research Papers.
Proc. ACM Hum. Comput. Interact.
Joel Chan, Joseph Chee Chang, Tom Hope, Dafna Shahaf, Aniket Kittur
2018 J jnl
Tractable near-optimal policies for crawling.
Proc. Natl. Acad. Sci. USA
Yossi Azar, Eric Horvitz, Eyal Lubetzky, Yuval Peres, Dafna Shahaf
2017 J jnl
A Machine Learning Approach to Routing.
CoRR
Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar
2017 A* conf
Accelerating Innovation Through Analogy Mining.
KDD
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
2017 J jnl
Accelerating Innovation Through Analogy Mining.
CoRR
Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
2017 J jnl
Analogy Mining for Specific Design Needs.
CoRR
Karni Gilon, Felicia Y. Ng, Joel Chan, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf
2017 J jnl
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons.
CoRR
Tom Hope, Dafna Shahaf
2017 A conf
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia.
WSDM
David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf
2017 Misc conf
Learning to Route.
HotNets
Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar
2016 A* conf
A Hard Look at Soft Concepts.
IJCAI
Dafna Shahaf
2016 — conf
Ballpark Learning: Estimating Labels from Rough Group Comparisons.
ECML/PKDD (2)
Tom Hope, Dafna Shahaf
2016 J jnl
Ballpark Learning: Estimating Labels from Rough Group Comparisons.
CoRR
Tom Hope, Dafna Shahaf
2016 J jnl
Fun Facts: Automatic Trivia Fact Extraction from Wikipedia.
CoRR
David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf
2016 — conf
Scaling up Analogy with Crowdsourcing and Machine Learning.
ICCBR Workshops
Joel Chan, Tom Hope, Dafna Shahaf, Aniket Kittur
2015 J jnl
Information cartography.
Commun. ACM
Dafna Shahaf, Carlos Guestrin, Eric Horvitz, Jure Leskovec
2015 A* conf
Inside Jokes: Identifying Humorous Cartoon Captions.
KDD
Dafna Shahaf, Eric Horvitz, Robert Mankoff
2013 J jnl
"Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator.
SIGWEB Newsl.
Dafna Shahaf, Carlos Guestrin, Eric Horvitz
2013 A* conf
Information cartography: creating zoomable, large-scale maps of information.
KDD
Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec
2012 — —
Automatic Generation of Issue Maps: Structured, Interactive Outputs for Complex Information Needs.
Dafna Shahaf
2012 J jnl
Connecting Two (or Less) Dots: Discovering Structure in News Articles.
ACM Trans. Knowl. Discov. Data
Dafna Shahaf, Carlos Guestrin
2012 A* conf
Metro maps of science.
KDD
Dafna Shahaf, Carlos Guestrin, Eric Horvitz
2012 A* conf
Trains of thought: generating information maps.
WWW
Dafna Shahaf, Carlos Guestrin, Eric Horvitz
2011 A* conf
Connecting the Dots between News Articles.
IJCAI
Dafna Shahaf, Carlos Guestrin
2010 A* conf
Connecting the dots between news articles.
KDD
Dafna Shahaf, Carlos Guestrin
2010 A* conf
Generalized Task Markets for Human and Machine Computation.
AAAI
Dafna Shahaf, Eric Horvitz
2009 A* conf
Investigations of Continual Computation.
IJCAI
Dafna Shahaf, Eric Horvitz
2009 A conf
Learning Thin Junction Trees via Graph Cuts.
AISTATS
Dafna Shahaf, Carlos Guestrin
2009 A* conf
Turning down the noise in the blogosphere.
KDD
Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin
2007 A* conf
Logical Circuit Filtering.
IJCAI
Dafna Shahaf, Eyal Amir
2007 — conf
Towards a Theory of AI Completeness.
AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning
Dafna Shahaf, Eyal Amir
2006 A* conf
Learning Partially Observable Action Models: Efficient Algorithms.
AAAI
Dafna Shahaf, Allen Chang, Eyal Amir
2006 A* conf
Learning Partially Observable Action Schemas.
AAAI
Dafna Shahaf, Eyal Amir