| Vol-3416 urn:nbn:de:0074-3416-4 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

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

### Proceedings of The First Workshop on Context-aware NLP in eHealth (WNLPe-Health 2022)
co-located with The nineteenth International Conference on Natural Language Processing (ICON-2022)

### Delhi, India, December 15-18, 2022.

Edited by

### Mohammed Hasanuzzaman *
Jyoti Prakash Singh **
Gaël Dias ***
Cristina Soguero-Ruiz ****
Terje Solvoll *****
Phuong Dinh Ngo *****

* ADAPT Centre: The Global Centre of Excellence for Digital Content and Media Innovation, Ireland
** NIT Patna, India
*** University of Caen Normandie, France
**** Universidad Rey Juan carlos, Spain
***** Norwegian Centre for eHealth Research, Norway

## 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

2023-05-10: submitted by Mohammed Hasanuzzaman, metadata incl. bibliographic data published under Creative Commons CC0
2023-06-12: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|