| 2025 | EMNLP | Finding your MUSE: Mining Unexpected Solutions Engine. | Nir Sweed, Hanit Hakim, Ben Wolfson, Hila Lifshitz, Dafna Shahaf |
| 2024 | AAAI | Imitation of Life: A Search Engine for Biologically Inspired Design. | Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf |
| 2024 | EMNLP | Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications. | Oren Sultan, Alexander Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf |
| 2024 | NAACL | ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. | Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf |
| 2024 | NAACL | Towards Translating Objective Product Attributes Into Customer Language. | Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf |
| 2023 | AAAI | VASR: Visual Analogies of Situation Recognition. | Yonatan Bitton, Ron Yosef, Eliyahu Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky |
| 2023 | EMNLP | FAME: Flexible, Scalable Analogy Mappings Engine. | Shahar Jacob, Chen Shani, Dafna Shahaf |
| 2023 | EMNLP | Towards Concept-Aware Large Language Models. | Chen Shani, Jilles Vreeken, Dafna Shahaf |
| 2023 | EMNLP | IRFL: Image Recognition of Figurative Language. | Ron Yosef, Yonatan Bitton, Dafna Shahaf |
| 2022 | CHI | Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas. | Tom Hope, Ronen Tamari, Daniel Hershcovich, Hyeonsu B. Kang, Joel Chan, Aniket Kittur, Dafna Shahaf |
| 2022 | CHI | "Alexa, Do You Want to Build a Snowman?" Characterizing Playful Requests to Conversational Agents. | Chen Shani, Alexander Libov, Sofia Tolmach, Liane Lewin-Eytan, Yoelle Maarek, Dafna Shahaf |
| 2022 | EMNLP | Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. | Kyle Richardson, Ronen Tamari, Oren Sultan, Dafna Shahaf, Reut Tsarfaty, Ashish Sabharwal |
| 2022 | EMNLP | Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. | Dan Ofer, Dafna Shahaf |
| 2022 | EMNLP | Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes. | Oren Sultan, Dafna Shahaf |
| 2021 | ACL | How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements. | Chen Shani, Nadav Borenstein, Dafna Shahaf |
| 2021 | ACL | Catchphrase: Automatic Detection of Cultural References. | Nir Sweed, Dafna Shahaf |
| 2021 | CIKM | 50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts. | Moran Mizrahi, Dafna Shahaf |
| 2020 | ACL | Language (Re)modelling: Towards Embodied Language Understanding. | Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf |
| 2020 | CIKM | E-Commerce Dispute Resolution Prediction. | David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf |
| 2020 | EMNLP | Coming to Terms: Automatic Formation of Neologisms in Hebrew. | Moran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf |
| 2019 | KDD | Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models. | Michael Doron, Idan Segev, Dafna Shahaf |
| 2018 | CHI | Analogy Mining for Specific Design Needs. | Karni Gilon, Joel Chan, Felicia Y. Ng, Hila Lifshitz-Assaf, Aniket Kittur, Dafna Shahaf |
| 2018 | IJCAI | Accelerating Innovation Through Analogy Mining. | Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf |
| 2018 | WSDM | Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. | Tom Hope, Dafna Shahaf |
| 2017 | HOTNETS | Learning to Route. | Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar |
| 2017 | KDD | Accelerating Innovation Through Analogy Mining. | Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf |
| 2017 | WSDM | Fun Facts: Automatic Trivia Fact Extraction from Wikipedia. | David Tsurel, Dan Pelleg, Ido Guy, Dafna Shahaf |
| 2016 | ICCBR | Scaling up Analogy with Crowdsourcing and Machine Learning. | Joel Chan, Tom Hope, Dafna Shahaf, Aniket Kittur |
| 2016 | IJCAI | A Hard Look at Soft Concepts. | Dafna Shahaf |
| 2015 | KDD | Inside Jokes: Identifying Humorous Cartoon Captions. | Dafna Shahaf, Eric Horvitz, Robert Mankoff |
| 2013 | KDD | Information cartography: creating zoomable, large-scale maps of information. | Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec |
| 2012 | KDD | Metro maps of science. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2012 | WWW | Trains of thought: generating information maps. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2011 | IJCAI | Connecting the Dots between News Articles. | Dafna Shahaf, Carlos Guestrin |
| 2010 | AAAI | Generalized Task Markets for Human and Machine Computation. | Dafna Shahaf, Eric Horvitz |
| 2010 | KDD | Connecting the dots between news articles. | Dafna Shahaf, Carlos Guestrin |
| 2009 | IJCAI | Investigations of Continual Computation. | Dafna Shahaf, Eric Horvitz |
| 2009 | KDD | Turning down the noise in the blogosphere. | Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin |
| 2007 | IJCAI | Logical Circuit Filtering. | Dafna Shahaf, Eyal Amir |
| 2006 | AAAI | Learning Partially Observable Action Schemas. | Dafna Shahaf, Eyal Amir |
| 2006 | AAAI | Learning Partially Observable Action Models: Efficient Algorithms. | Dafna Shahaf, Allen Chang, Eyal Amir |