- Santiago Londono and Olana Missura, Graph Grammars for Super Mario Bros Levels
- Marlies De Clercq, Michiel Stock, Bernard De Baets and Willem Waegeman, Recipe Completion using Machine Learning Techniques
- Vanel Steve Siyou Fotso, Engelbert Mephu-Nguifo and Philippe Vaslin, Symbolic representation of cyclic time series: application to biomechanics
- Matthew Blaschko and Jiaqian Yu, Hardness Results for Structured Learning and Inference with Multiple Correct Outputs
- Alessandro Tibo, Simone Conforti, Lorenzo Brusci, Tijn Borghuis, Marco Gori and Paolo Frasconi, Sound Generation via Cross-Modal Transcoding
- Stefano Teso, Roberto Sebastiani and Andrea Passerini, Constructive Learning Modulo Theories
- Jason Sakellariou, Francesca Tria, Vittorio Loreto and Francois Pachet, Maximum Entropy Model for Melodic Patterns
- Fabrizio Costa, Robert Kleinkauf and Parastou Kohvaei, RNAsynth: a graph kernel approach to learn constraints for RNA inverse folding
- Marc Brockschmidt, Yuxin Chen, Byron Cook, Pushmeet Kohli and Daniel TarlowLearning to Decipher the Heap for Program Verification (best paper award)
- Stefano Teso and Andrea Passerini, Inducing Sparse Programs for Learning Modulo Theories
- Jiaojian Wang and Olana Missura, Story Curve Driven Mission Generator