WNLPe-Health 2022
The First Workshop on Context-aware NLP in eHealth

Table of Contents

• Summary: There were 15 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume, 6 as regular papers and 1 as short paper.

Session 1

• Introduction to the first Workshop on Context-aware NLP in eHealth 1-2
  Mohammed Hasanuzzaman, Jyoti Prakash Singh, Gaël Dias, Cristina Soguero-Ruiz, Terje Solvoll, Phuong Dinh Ngo
• MINDS: A Multi-label Emotion and Sentiment Classification Dataset Related to COVID-19 3-13
  Anjali Bhardwaj, Muhammad Abulaish
• Depression detection in Thai language posts based on attentive network models 14-22
  Vajratiya Vajrobol, Unmesh Shukla, Amit Pundir, Sanjeev Singh, Geetika Jain Saxena
• CME2 Net: Contextual Medical Event Extraction Network for clinical notes (Short paper) 23-29
  Aman Sinha, Ayan Vishwakarma, Marianne Clausel, Mathieu Constant
• Automatic Annotation of Training Data for Deep Learning Based De-identification of Narrative Clinical Text 30-44
  Martin Sundahl Laursen, Jannik Skyttegaard Pedersen, Pernille Just Vinholt, Thiusius Rajeeth Savarimuthu

Session 2

• Stress Detection System using Natural Language Processing and Machine Learning Techniques 45-55
  Kirti Kumari, Sima Das
• Recognizing Question Entailment in Consumer Health Using a Query Formulation Approach 56-69
  Jooyeon Lee, Luan Huy Pham
• Interestingness from COVID-19 Data: Ontology and Transformer-Based Methods 70-80
  Abhilash C B, Nihar Sanda, Kavi Mahesh