Sotabase

Career

· Assistant Professor, Hebrew University

Publications (100)

State of What Art? A Call for Multi-Prompt LLM Evaluation
Transactions of the Association for Computational Linguistics · 2023
245
cited
Learning to Route
ACM Workshop on Hot Topics in Networks · 2017
225
cited
Turning down the noise in the blogosphere
Knowledge Discovery and Data Mining · 2009
153
cited
Trains of thought: generating information maps
The Web Conference · 2012
143
cited
Metro maps of science
Knowledge Discovery and Data Mining · 2012
105
cited
Information cartography: creating zoomable, large-scale maps of information
Knowledge Discovery and Data Mining · 2013
104
cited
Accelerating Innovation Through Analogy Mining
Knowledge Discovery and Data Mining · 2017
92
cited
Inside Jokes: Identifying Humorous Cartoon Captions
Knowledge Discovery and Data Mining · 2015
82
cited
SOLVENT
Proc. ACM Hum. Comput. Interact. · 2018
82
cited
Generalized Task Markets for Human and Machine Computation
AAAI Conference on Artificial Intelligence · 2010
80
cited
Scaling up analogical innovation with crowds and AI
Proceedings of the National Academy of Sciences of the United States of America · 2019
73
cited
Towards a Theory of AI Completeness
AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning · 2007
53
cited
Analogy Mining for Specific Design Needs
International Conference on Human Factors in Computing Systems · 2017
49
cited
Learning Partially Observable Action Schemas
AAAI Conference on Artificial Intelligence · 2006
48
cited
Augmenting Scientific Creativity with an Analogical Search Engine
ACM Trans. Comput. Hum. Interact. · 2022
47
cited
Learning Thin Junction Trees via Graph Cuts
International Conference on Artificial Intelligence and Statistics · 2009
42
cited
Connecting Two (or Less) Dots: Discovering Structure in News Articles
TKDD · 2012
41
cited
A Machine Learning Approach to Routing
arXiv.org · 2017
39
cited
Learning To Route with Deep RL
2017
39
cited
Information cartography
Communications of the ACM · 2015
34
cited
Sotabase
Dafna Shahaf | Researcher Profile | Sotabase | Sotabase