| 2019 | Bidirectional Transformer Based Multi-Task Learning for Natural Language Understanding. | Suraj Tripathi, Chirag Singh, Abhay Kumar, Chandan Kumar Pandey, Nishant Jain |
| 2019 | Towards Recognition of Textual Entailment in the Biomedical Domain. | Noha S. Tawfik, Marco R. Spruit |
| 2019 | PreMedOnto: A Computer Assisted Ontology for Precision Medicine. | Noha S. Tawfik, Marco R. Spruit |
| 2019 | A Study on Self-attention Mechanism for AMR-to-text Generation. | Vu Trong Sinh, Le Minh Nguyen |
| 2019 | Structure-Based Supervised Term Weighting and Regularization for Text Classification. | Niloofer Shanavas, Hui Wang, Zhiwei Lin, Glenn I. Hawe |
| 2019 | Intent Based Association Modeling for E-commerce. | Sailesh Kumar Sathish, Anish Anil Patankar |
| 2019 | Contextualized Word Embeddings in a Neural Open Information Extraction Model. | Injy Sarhan, Marco R. Spruit |
| 2019 | A Novel Approach Towards Fake News Detection: Deep Learning Augmented with Textual Entailment Features. | Tanik Saikh, Amit Anand, Asif Ekbal, Pushpak Bhattacharyya |
| 2019 | Development of a Song Lyric Corpus for the English Language. | Matheus Augusto Gonzaga Rodrigues, Alcione de Paiva Oliveira, Alexandra Moreira |
| 2019 | A Keyword Search Approach for Semantic Web Data. | Mohamad Rihany, Zoubida Kedad, Stphane Lopes |
| 2019 | Model Answer Generation for Word-Type Questions in Elementary Mathematics. | Sakthithasan Rajpirathap, Surangika Ranathunga |
| 2019 | A Coherence Model for Sentence Ordering. | Houda Oufaida, Philippe Blache, Omar Nouali |
| 2019 | Bug Severity Prediction Using a Hierarchical One-vs.-Remainder Approach. | Nonso Nnamoko, Luis Adrin Cabrera-Diego, Daniel Campbell, Yannis Korkontzelos |
| 2019 | From Web Crawled Text to Project Descriptions: Automatic Summarizing of Social Innovation Projects. | Nikola Milosevic, Dimitar Marinov, Abdullah Gk, Goran Nenadic |
| 2019 | Deep Neural Network Models for Paraphrased Text Classification in the Arabic Language. | Adnen Mahmoud, Mounir Zrigui |
| 2019 | Gated Convolutional Neural Networks for Domain Adaptation. | Avinash Madasu, Vijjini Anvesh Rao |
| 2019 | Understanding User Query Intent and Target Terms in Legal Domain. | Sachin Kumar, Regina Politi |
| 2019 | An Arabic-Multilingual Database with a Lexicographic Search Engine. | Mustafa Jarrar, Hamzeh Amayreh |
| 2019 | Deceptive Reviews Detection Using Deep Learning Techniques. | Nishant Jain, Abhay Kumar, Shekhar Singh, Chirag Singh, Suraj Tripathi |
| 2019 | Analysis and Prediction of Dyads in Twitter. | Isa Inuwa-Dutse, Mark Liptrott, Yannis Korkontzelos |
| 2019 | An Approach for Arabic Diacritization. | Ismail Hadjir, Mohamed Abbache, Fatma Zohra Belkredim |
| 2019 | Estimating the Believability of Uncertain Data Inputs in Applications for Alzheimer's Disease Patients. | Fatma Ghorbel, Fayal Hamdi, Elisabeth Mtais |
| 2019 | Deep Genetic Algorithm-Based Voice Pathology Diagnostic System. | Rania M. Ghoniem |
| 2019 | TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes. | Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S. |
| 2019 | Mathematical Expression Extraction from Unstructured Plain Text. | Kulakshi Fernando, Surangika Ranathunga, Gihan Dias |