Introduction: cognitive issues in natural language processing / Thierry Poireau and Aline Villavicencio
Part II. Models of neural and cognitive processing
Light and deep parsing: a cognitive model of sentence processing / Philippe Blache
Decoding language from the brain / Brian Murphy, Leila Wehbe, and Alona Fyshe
Graph theory applied to speech: insights on cognitive deficit diagnosis and dream research / Natália Bezerra Mota, Mauro Copelli, and Sidarta Ribeiro
Part III. Data driven models
Putting linguistics back into computational linguistics / Martin Kay
A distributional model of verb-specific semantic roles inferences / Gianluca E. Lebani and Alessandro Lenci
Native language identification on EFCAMDAT / Xiao Jiang, Yan Huang, Yufan Guo, Jeroen Geertzen, Theodora Alexopoulou, Lin Sun, and Anna Korhonen
Evaluating language acquisition models: a utility-based look at Bayesian segmentation / Lisa Pearl and Lawrence Phillips
Part IV. Social and language evolution
Social evolution of public languages: between Rousseau's Eden and Hobbes' Leviathan / Anne Reboul
Genetic biases in language: computer models and experimental approaches / Rick Janssen and Dan Dediu
Transparency versus processing efficiency: a case study on German declension / Remi Van Trijp.
