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