NL4AI 2022
Sixth Workshop on Natural Language for Artificial Intelligence

Table of Contents

• Preface
  Summary: There were 17 papers submitted for peer-review to this workshop. Out of these, 13 papers were accepted for this volume, 12 as regular papers and 1 as short papers.

Regular Papers

• A Hybrid Human-In-The-Loop Framework for Fact Checking 1-11
  David La Barbera, Kevin Roitero, Stefano Mizzaro
• Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction 12-26
  Claudiu Daniel Hromei, Danilo Croce, Roberto Basili
• Grounding Words in Visual Perceptions: Experiments in Spoken Language Acquisition 27-43
  Fabio De Ponte, Sarah Rauchas
• Evaluating Text-To-Text Framework for Topic and Style Classification of Italian texts 44-58
  Michele Papucci, Chiara De Nigris, Alessio Miaschi, Felice Dell’Orletta
• Comparing Emotion and Sentiment Analysis Tools on Italian anti-vaccination for COVID-19 posts 59-72
  Elena Bellodi, Alessandro Bertagnon, Marco Gavanelli
• What makes the audience engaged? Engagement prediction exploiting multimodal features 73-95
  Daniele Borghesi, Andrea Amelio Ravelli, Felice Dell’Orletta
• Probability Distributions as a Litmus Test to Inspect NNs Grounding Skills 96-114
  Alex J. Lucassen, Alberto Testoni, Raffaella Bernardi
• Is EVALITA Done? On the Impact of Prompting on the Italian NLP Evaluation Campaign. 115-128
  Valerio Basile
• Towards Data Augmentation for DRS-to-Text Generation 129-140
  Muhammad Saad Amin, Alessandro Mazzei, Luca Anselma
• MATE, a Meta Layer Between Natural Language and Database 141-151
  Irene Sucameli, Alessandro Bondielli, Lucia C. Passaro, Edoardo Annunziata, Giulia Lucherini, Andrea Romei, Alessandro Lenci
• Graphical Identification of Gender Bias in BERT with a Weakly Supervised Approach 152-164
  Michele Dusi, Nicola Arici, Alfonso E. Gerevini, Luca Putelli, Ivan Serina
• Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines 165-179
  Patrizio Bellan, Chiara Ghidini, Mauro Dragoni, Simone Paolo Ponzetto, Han van der Aa

Short Papers

• Simulating Domain Changes in Conversational Agents Through Dialogue Adaptation 180-186
  Tiziano Labruna, Bernardo Magnini