NL4AI 2021
Fifth Workshop on Natural Language for Artificial Intelligence

Table of Contents

• Preface
  Summary: There were 12 papers submitted for peer-review to this workshop. Out of these, 10 papers were accepted for this volume, 10 as regular papers and 0 as short papers.

Regular papers

• Easy-to-use Combination of POS and BERT Model for Domain-Specific and Misspelled Terms
  Alexandra Benamar, Meryl Bothua, Cyril Grouin, Anne Vilnat
• A Sequence to Sequence Approach for Knowledge Base Relation Linking
  Vito Barbara, Manuel Borroto, Francesco Ricca
• Tint, the Swiss-Army Tool for Natural Language Processing in Italian
  Alessio Palmero Aprosio
• Preliminary Experiments on an Improved Artificial Player for a Word Association Game
  Alberto Coffrini, Stefania Monica, Federico Bergenti
• A Preliminary Evaluation of a Privacy-Preserving Dialogue System
  Bettina Fazzinga, Andrea Galassi, Paolo Torroni
• MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing
  Claudia Breazzano, Danilo Croce, Roberto Basili
• Italian Sign Language (LIS) and Natural Language Processing: an Overview
  Sabina Fontana, Gaia Caligiore
• Evaluating Transformer Models for Punctuation Restoration in Italian
  Alessio Miaschi, Andrea Amelio Ravelli, Felice Dell'Orletta
• Leveraging CLIP for Image Emotion Recognition
  Alessandro Bondielli, Lucia C. Passaro
• Mining Annotator Perspectives from Hate Speech Corpora
  Michael Fell, Sohail Akhtar, Valerio Basile