Dafna Shahaf

1.8k total citations
46 papers, 1.0k citations indexed

About

Dafna Shahaf is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Dafna Shahaf has authored 46 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Artificial Intelligence, 15 papers in Computer Vision and Pattern Recognition and 14 papers in Information Systems. Recurrent topics in Dafna Shahaf's work include Topic Modeling (13 papers), Natural Language Processing Techniques (10 papers) and Advanced Text Analysis Techniques (8 papers). Dafna Shahaf is often cited by papers focused on Topic Modeling (13 papers), Natural Language Processing Techniques (10 papers) and Advanced Text Analysis Techniques (8 papers). Dafna Shahaf collaborates with scholars based in United States, Israel and United Kingdom. Dafna Shahaf's co-authors include Carlos Guestrin, Eric Horvitz, Michael Schapira, Aviv Tamar, Asaf Valadarsky, Tom Hope, Aniket Kittur, Joel Chan, Eyal Amir and Jure Leskovec and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Communications of the ACM and Journal of the American Medical Informatics Association.

In The Last Decade

Dafna Shahaf

46 papers receiving 983 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Dafna Shahaf United States 17 556 231 211 192 125 46 1.0k
Bert Huang United States 18 766 1.4× 176 0.8× 228 1.1× 112 0.6× 140 1.1× 50 1.3k
Vincent Wade Ireland 15 526 0.9× 410 1.8× 93 0.4× 224 1.2× 51 0.4× 68 1.1k
Jiuxin Cao China 19 430 0.8× 412 1.8× 157 0.7× 224 1.2× 151 1.2× 104 940
Brian Amento United States 15 319 0.6× 541 2.3× 202 1.0× 153 0.8× 97 0.8× 24 1.0k
Jacqueline Bourdeau Canada 10 526 0.9× 419 1.8× 109 0.5× 92 0.5× 88 0.7× 37 923
Stephen Cranefield New Zealand 18 765 1.4× 470 2.0× 121 0.6× 249 1.3× 65 0.5× 116 1.2k
Mark Carman Australia 19 1.1k 1.9× 537 2.3× 251 1.2× 142 0.7× 88 0.7× 79 1.6k
Jilei Tian China 19 597 1.1× 457 2.0× 188 0.9× 160 0.8× 232 1.9× 81 1.3k
Eunyee Koh United States 19 762 1.4× 233 1.0× 396 1.9× 101 0.5× 363 2.9× 76 1.2k

Countries citing papers authored by Dafna Shahaf

Since Specialization
Citations

This map shows the geographic impact of Dafna Shahaf's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dafna Shahaf with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dafna Shahaf more than expected).

Fields of papers citing papers by Dafna Shahaf

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dafna Shahaf. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dafna Shahaf. The network helps show where Dafna Shahaf may publish in the future.

Co-authorship network of co-authors of Dafna Shahaf

This figure shows the co-authorship network connecting the top 25 collaborators of Dafna Shahaf. A scholar is included among the top collaborators of Dafna Shahaf based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dafna Shahaf. Dafna Shahaf is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Shahaf, Dafna, et al.. (2024). ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. 5900–5924. 2 indexed citations
2.
Chan, Joel, et al.. (2024). Imitation of Life: A Search Engine for Biologically Inspired Design. Proceedings of the AAAI Conference on Artificial Intelligence. 38(1). 503–511. 2 indexed citations
3.
Shahaf, Dafna, et al.. (2023). VASR: Visual Analogies of Situation Recognition. Proceedings of the AAAI Conference on Artificial Intelligence. 37(1). 241–249. 4 indexed citations
4.
Richardson, Kyle, et al.. (2022). Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. 9703–9719. 2 indexed citations
5.
Ofer, Dan & Dafna Shahaf. (2022). Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game. 5397–5403. 5 indexed citations
6.
7.
Lewin-Eytan, Liane, et al.. (2022). “Alexa, Do You Want to Build a Snowman?” Characterizing Playful Requests to Conversational Agents. CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1–7. 7 indexed citations
8.
Doron, Michael, Idan Segev, & Dafna Shahaf. (2019). Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models. 425–435. 4 indexed citations
9.
Hope, Tom & Dafna Shahaf. (2018). Ballpark Crowdsourcing. 234–242. 2 indexed citations
10.
Pelleg, Dan, et al.. (2017). Fun Facts. 345–354. 13 indexed citations
11.
Lijffijt, Jefrey, Duen Horng Chau, Jilles Vreeken, et al.. (2015). Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (IDEA). 7 indexed citations
12.
Shahaf, Dafna & Carlos Guestrin. (2011). Connecting the dots between news articles. International Joint Conference on Artificial Intelligence. 2734–2739. 3 indexed citations
13.
Shahaf, Dafna & Carlos Guestrin. (2010). Connecting the dots between news articles. 623–632. 123 indexed citations
14.
Shahaf, Dafna & Eric Horvitz. (2009). Investigations of continual computation. International Joint Conference on Artificial Intelligence. 285–291. 3 indexed citations
15.
Shahaf, Dafna & Carlos Guestrin. (2009). Learning Thin Junction Trees via Graph Cuts. International Conference on Artificial Intelligence and Statistics. 113–120. 18 indexed citations
16.
Shahaf, Dafna & Eric Horvitz. (2009). Investigation of Human-Computer Task Markets: Methods and Prototype. 1 indexed citations
17.
Shahaf, Dafna & Eyal Amir. (2007). Logical circuit filtering. International Joint Conference on Artificial Intelligence. 2611–2618. 5 indexed citations
18.
Shahaf, Dafna & Eyal Amir. (2007). Towards a theory of AI completeness. 26 indexed citations
19.
Shahaf, Dafna, Allen Chang, & Eyal Amir. (2006). Learning partially observable action models: efficient algorithms. National Conference on Artificial Intelligence. 920–926. 9 indexed citations
20.
Shahaf, Dafna & Eyal Amir. (2006). Learning partially observable action schemas. National Conference on Artificial Intelligence. 913–919. 21 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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