| Vol-1986 urn:nbn:de:0074-1986-5 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# SML 2017
Semantic Machine Learning

### Proceedings of the IJCAI Workshop on Semantic Machine Learning (SML 2017)
co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017)

### Melbourne, Australia, August 20, 2017.

Edited by

### Rajaraman Kanagasabai 1
Ahsan Morshed 2
Hemant Purohit 3

1 Institute for Infocomm Research (I2R), Singapore
2 Swinburne University of Technology, Australia
3 George Mason University, USA

## Table of Contents

- Preface

- Long-Term Memory Networks for Question Answering 7-14
  Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao
- A Simple Neural Network For Evaluating Semantic Textual Similarity 15-20
  Yang Shao
- Topical Sentence Embedding for Query Focused Document Summarization 21-26
  Yang Gao, Linjing Wei, Heyan Huang, Qian Liu
- Enhancing Topical Word Semantic for Relevance Feature Selection 27-33
  Abdullah Semran Alharbi, Yuefeng Li, Yue Xu
- Semantic Extraction of Named Entities From Bank Wire Text 34-38
  Ritesh Ratti, Himanshu Kapoor, Shikhar Sharma, Anshul Solanki, Pankaj Sachdeva
- Data Driven Concept Refinement to Support Avionics Maintenance 39-44
  Luis Palacios Medinacelli, Yue Ma, Gaelle Lortal, Claire Laudy, Chantal Reynaud
- Convolutional Neural Networks for Sentiment Classification on Business Reviews 45-49
  Andreea Salinca
- A Hybrid Agent for Automatically Determining and Extracting the 5Ws of Filipino News Articles 50-56
  Evan Dennison S. Livelo, Andrea Nicole O. Ver, Jedrick L. Chua, John Paul S. Yao, Charibeth K. Cheng
- Construction of Viral Hepatitis Bilingual Bibliographic Database with Protein Text Mining and Information Integration Functions 57-65
  Heng Chen, Yongjuan Zhang, Chunhong Lin, Liwen Zhang, Tao Chen

2017-11-06: submitted by Hemant Purohit, metadata incl. bibliographic data published under Creative Commons CC0
2017-11-08: published on CEUR-WS.org |valid HTML5|