Advanced Natural Language Processing Techniques for Question Answering and Writing Evaluation

Advanced Natural Language Processing Techniques for Question Answering

and Writing Evaluation

Content

Abstract

Acknowledgments

1 Introduction

1.1 Overview

1.2 Book Structure

2 Theoretical Framing

2.1 Overview

2.2 Natural Language Processing

2.3 Semantic Models and Text Representation

2.4 Question Answering

2.5 Comprehension Assessment and Discourse Modelling

3 Empirical Studies

3.1 Overview

3.2 Dependency Recursive Neural Networks

3.3 Question Answering

3.4 Comprehension Assessment and Discourse Modelling

4 Discussions

4.1 Advantages of the Proposed Approaches

4.2 Faced Problems and Provided Solutions

4.3 Envisioned applications

5 Conclusions

5.1 Personal Contributions

5.2 Directions for Future Research

References