Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
Deep Neural Network Models for Paraphrased Text Classification in the Arabic Language (Adnen Mahmoud, Mounir Zrigui)....Pages 3-16
Model Answer Generation for Word-Type Questions in Elementary Mathematics (Sakthithasan Rajpirathap, Surangika Ranathunga)....Pages 17-28
Learning Mobile App Embeddings Using Multi-task Neural Network (Ahsaas Bajaj, Shubham Krishna, Hemant Tiwari, Vanraj Vala)....Pages 29-40
Understanding User Query Intent and Target Terms in Legal Domain (Sachin Kumar, Regina Politi)....Pages 41-53
Bidirectional Transformer Based Multi-Task Learning for Natural Language Understanding (Suraj Tripathi, Chirag Singh, Abhay Kumar, Chandan Pandey, Nishant Jain)....Pages 54-65
LSVS: Link Specification Verbalization and Summarization (Abdullah Fathi Ahmed, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo)....Pages 66-78
Deceptive Reviews Detection Using Deep Learning Techniques (Nishant Jain, Abhay Kumar, Shekhar Singh, Chirag Singh, Suraj Tripathi)....Pages 79-91
JASs: Joint Attention Strategies for Paraphrase Generation (Isaac K. E. Ampomah, Sally McClean, Zhiwei Lin, Glenn Hawe)....Pages 92-104
Structure-Based Supervised Term Weighting and Regularization for Text Classification (Niloofer Shanavas, Hui Wang, Zhiwei Lin, Glenn Hawe)....Pages 105-117
Gated Convolutional Neural Networks for Domain Adaptation (Avinash Madasu, Vijjini Anvesh Rao)....Pages 118-130
A Keyword Search Approach for Semantic Web Data (Mohamad Rihany, Zoubida Kedad, Stéphane Lopes)....Pages 131-143
Intent Based Association Modeling for E-commerce (Sailesh Kumar Sathish, Anish Patankar)....Pages 144-156
From Web Crawled Text to Project Descriptions: Automatic Summarizing of Social Innovation Projects (Nikola Milošević, Dimitar Marinov, Abdullah Gök, Goran Nenadić)....Pages 157-169
Cross-Corpus Training with CNN to Classify Imbalanced Biomedical Relation Data (S. S. Deepika, M. Saranya, T. V. Geetha)....Pages 170-181
Discourse-Driven Argument Mining in Scientific Abstracts (Pablo Accuosto, Horacio Saggion)....Pages 182-194
TAGS: Towards Automated Classification of Unstructured Clinical Nursing Notes (Tushaar Gangavarapu, Aditya Jayasimha, Gokul S. Krishnan, Sowmya Kamath S.)....Pages 195-207
Estimating the Believability of Uncertain Data Inputs in Applications for Alzheimer’s Disease Patients (Fatma Ghorbel, Fayçal Hamdi, Elisabeth Métais)....Pages 208-219
Deep Genetic Algorithm-Based Voice Pathology Diagnostic System (Rania M. Ghoniem)....Pages 220-233
An Arabic-Multilingual Database with a Lexicographic Search Engine (Mustafa Jarrar, Hamzeh Amayreh)....Pages 234-246
Bug Severity Prediction Using a Hierarchical One-vs.-Remainder Approach (Nonso Nnamoko, Luis Adrián Cabrera-Diego, Daniel Campbell, Yannis Korkontzelos)....Pages 247-260
A Coherence Model for Sentence Ordering (Houda Oufaida, Philippe Blache, Omar Nouali)....Pages 261-273
Front Matter ....Pages 275-275
Unified Parallel Intent and Slot Prediction with Cross Fusion and Slot Masking (Anmol Bhasin, Bharatram Natarajan, Gaurav Mathur, Joo Hyuk Jeon, Jun-Seong Kim)....Pages 277-285
Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA (Nabeela Altrabsheh, Georgios Kontonatsios, Yannis Korkontzelos)....Pages 286-294
Comparing Different Word Embeddings for Multiword Expression Identification (Aishwarya Ashok, Ramez Elmasri, Ganapathy Natarajan)....Pages 295-302
Analysis and Prediction of Dyads in Twitter (Isa Inuwa-Dutse, Mark Liptrott, Yannis Korkontzelos)....Pages 303-311
Mathematical Expression Extraction from Unstructured Plain Text (Kulakshi Fernando, Surangika Ranathunga, Gihan Dias)....Pages 312-320
A Study on Self-attention Mechanism for AMR-to-text Generation (Vu Trong Sinh, Nguyen Le Minh)....Pages 321-328
PreMedOnto: A Computer Assisted Ontology for Precision Medicine (Noha S. Tawfik, Marco R. Spruit)....Pages 329-336
An Approach for Arabic Diacritization (Ismail Hadjir, Mohamed Abbache, Fatma Zohra Belkredim)....Pages 337-344
A Novel Approach Towards Fake News Detection: Deep Learning Augmented with Textual Entailment Features (Tanik Saikh, Amit Anand, Asif Ekbal, Pushpak Bhattacharyya)....Pages 345-358
Contextualized Word Embeddings in a Neural Open Information Extraction Model (Injy Sarhan, Marco R. Spruit)....Pages 359-367
Towards Recognition of Textual Entailment in the Biomedical Domain (Noha S. Tawfik, Marco R. Spruit)....Pages 368-375
Development of a Song Lyric Corpus for the English Language (Matheus Augusto Gonzaga Rodrigues, Alcione de Paiva Oliveira, Alexandra Moreira)....Pages 376-383
A Natural Language Interface Supporting Complex Logic Questions for Relational Databases (Ngoc Phuoc An Vo, Octavian Popescu, Vadim Sheinin, Elahe Khorasani, Hangu Yeo)....Pages 384-392
Waste Not: Meta-Embedding of Word and Context Vectors (Selin Değirmenci, Aydın Gerek, Murat Can Ganiz)....Pages 393-401
Extracting Statistical Mentions from Textual Claims to Provide Trusted Content (Tien Duc Cao, Ioana Manolescu, Xavier Tannier)....Pages 402-408
Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings (Peiman Barnaghi, Georgios Kontonatsios, Nik Bessis, Yannis Korkontzelos)....Pages 409-415
Back Matter ....Pages 417-418