|  | Vol-1983 urn:nbn:de:0074-1983-4 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# NL4AI 2017
Natural Language for Artificial Intelligence

### Proceedings of the 1st Workshop on Natural Language for Artificial Intelligence
co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017)

### Bari, Italy, November 16th to 17th, 2017.

Edited by

### Pierpaolo Basile, University of Bari Aldo Moro, Italy
Danilo Croce, University of Roma, Tor Vergata, Italy
Marco Guerini, Fondazione Bruno Kessler, Trento, Italy

## Table of Contents

- Introduction to the First Workshop on Natural Language for Artificial Intelligence 1-3
  Pierpaolo Basile, Danilo Croce, Marco Guerini
- An Approach for Explaining Reasoning on the Diet Domain 4-17
  Luca Anselma, Alessandro Mazzei
- Applying Natural Language Processing to Speech Transcriptions for Automated Analysis of Educational Video Broadcasts 18-29
  Maurizio Montagnuolo, Roberto Borgotallo, Silvia Proscia, Laurent Boch
- Annotation of Metadata for Dramatic Texts: the POP-ODE Initiative 30-42
  Vincenzo Lombardo, Rossana Damiano, Antonio Pizzo, Carmi Terzulli, Eleonora Ceccaldi, Giacomo Albert, Davide Pulizzotto
- Dialogware – the "Software" for Conversational Agents: a Modular FrameNet-based Approach 43-50
  Fabio Massimo Zanzotto, Gioele Minardi, Dario Onorati, Gabriele Cocino, Andrea Formichetti
- Polarity Contrast for the Detection of Verbal Irony 51-56
  Alessandro Valitutti, Nicole Novielli
- Joint Learning of Entity and Type Embeddings for Analogical Reasoning with Entities 57-68
  Federico Bianchi, Matteo Palmonari
- Question Dependent Recurrent Entity Network for Question Answering 69-80
  Andrea Madotto, Giuseppe Attardi

2017-11-02: submitted by Perpaolo Basile, metadata incl. bibliographic data published under Creative Commons CC0
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