URANIA 2016
Deep Understanding and Reasoning: A Challenge for Next-generation Intelligent Agents

Table of Contents

• Preface
  
  

Papers

• Commonsense Reasoning meets Theorem Proving 1-12
  Ulrich Furbach, Claudia Schon
• Improving Neural Abstractive Text Summarization with Prior Knowledge (Position Paper) 13-18
  Gaetano Rossiello, Pierpaolo Basile, Giovanni Semeraro, Marco Di Ciano, Gaetano Grasso
• Iterative Multi-document Neural Attention for Multiple Answer Prediction 19-29
  Claudio Greco, Alessandro Suglia, Pierpaolo Basile, Gaetano Rossiello, Giovanni Semeraro
• Probabilistic Logic Programming for Natural Language Processing 30-37
  Fabrizio Riguzzi, Evelina Lamma, Marco Alberti, Elena Bellodi, Riccardo Zese, Giuseppe Cota
• Reasoning with Deep Learning: an Open Challenge 38-43
  Marco Lippi
• Solving Mathematical Puzzles: a Deep Reasoning Challenge (Position Paper) 44-49
  Federico Chesani, Paola Mello, Michela Milano
• Time Out of Joint in Temporal Annotations of Texts: Challenges for Artificial Intelligence and Human Computer Interaction 50-55
  Rosella Gennari, Pierpaolo Vittorini
• Computational Accountability 56-62
  Matteo Baldoni, Cristina Baroglio, Katherine M. May, Roberto Micalizio, Stefano Tedeschi
• Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics 63-68
  Roberto Basili, Danilo Croce
• URANIA - Some Concluding Remarks 69-72
  Luigia Carlucci Aiello