|  | Front matter (pp. 0–2) | 
|  | Table of Contents (pp. 3–4) | 
| 1. | Gargi Roy, Lipika Dey Learning Multi-Label Classification from Data Annotated with Unique Labels (pp. 5–18; abstract) | 
| 2. | Prashant Kapil, Asif Ekbal, Dipankar Das Investigating Deep Learning Approaches for Hate Speech Detection in Social Media (pp. 19–30; abstract) | 
| 3. | Sovan Kumar Sahoo, Saumajit Saha, Asif Ekbal, Pushpak Bhattacharyya, Jimson Mathew Event-Argument Linking in Hindi for Information Extraction in Disaster Domain (pp. 31–41; abstract) | 
| 4. | Dhaou Ghoul, Lichao Zhu, Gael Lejeune Evaluating Lightweight Text Classification Approaches for Arabic Texts (pp. 43–55; abstract) | 
| 5. | Heithem Amich, Salah Zrigui, Mounir Zrigui Improvement of a Transcription Generated by an Automatic Speech Recognition  System for Arabic Using a Collocation Extraction Approach (pp. 57–70; abstract) | 
| 6. | Amina Merniz, Anja Habacha Chaibi, Henda Hajjami Ben Ghezala Comparative Study of Text Summarization Approaches (pp. 71–83; abstract) | 
| 7. | Hiroki Takushima, Akihiro Tamura, Takashi Ninomiya, Hideki Nakayama Multimodal Neural Machine Translation Using CNN and Transformer Encoder (pp. 85–95; abstract) | 
| 8. | Mohamed Ettaleb, Chiraz Latiri, Patrice Bellot Query Classification based on Textual Patterns Mining and Linguistic Features (pp. 97–108; abstract) | 
| 9. | Jan Oldřich Krůza Restructuring Spoken Corpus for Streaming Emulation (pp. 109–116; abstract) | 
| 10. | Yi-Ciao Gu, Yuen-Hsien Tseng, Wei-Lun Hsu, Wun-Syuan Wu, Hsueh-Chih Chen Development and Classification of a Chinese Humor Corpus (pp. 117–126; abstract) | 
| 11. | Stephen Taylor, Tomás Brychcin Is There a Linear Subspace in which the Difference Vectors of Word Analogy Pairs are Parallel? (pp. 127–139; abstract) | 
|  | Back matter (p. 141) |