AIxIA 2020 DP
AIxIA 2020 Discussion Papers Workshop

Table of Contents

• Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume, 3 as regular papers and 3 as short papers.

Session 1: Expressiveness, Abstractions, Reflections on AI Practices

• Not Just for Humans: Explanation for Agent-to-Agent Communication 1-11
  Andrea Omicini

Session 2: Ethics & AI

• Towards a Gendered Innovation in AI (short paper) 12-18
  Silvana Badaloni, Francesca A. Lisi

Session 3: Challenges for Natural Language Processing in the Deep Learning Era

• A Qualitative Analysis of the State of the Art in Process Extraction from Text 19-30
  Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
• It’s the End of the Gold Standard as we Know it. On the Impact of Pre-aggregation on the Evaluation of Highly Subjective Tasks 31-40
  Valerio Basile

Session 4: Human Cognition, AI and Content Recommendation

• What Cognitive Research Can Do for AI: a Case Study (short paper) 41-48
  Antonio Lieto, Gian Luca Pozzato
• Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders (short paper) 49-56
  Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra