ROUGH DRAFT authorea.com/109627

# Chapter I. The Problem and Its Background

## Background of the Study

In the field of Natural Language Processing, there are certain topics that rise like those of text summarizers. There is a wide use of text summarizers today especially for education purposes. Mostly, text summarizers focus only on one language and summarize it to a similar language. This study will then focus on a much bigger domain that would classify different languages specifically news about current events. Since the study will be focusing on with multi-document, it will accept any news about a certain current event. Even in having different articles of multiple languages, it will then translate it to a single standard English version as the output summary. To move to a more specific technological development perspective of different innovations on text summarizers, an example would be text summarization methods that create text summaries by ranking and extracting sentences from the original documents (Gong, et. al). For this study, it will focus on using Text Rank Model. By using the this method, the study will be evaluating the systems efficiency and accuracy, complete and correct by the reviewing the outputted summary and evaluated by Professors in the field of English.

# Figures

Note that \label must occur AFTER (or within) \caption . For figures, \caption should occur after the \includegraphics . Note that IEEEtran v1.7 and later has special internal code that is designed to preserve the operation of \label within \caption even when the captionsoff option is in effect. However, because of issues like this, it may be the safest practice to put all your \label just after \caption rather than within \caption{} .

\label{fig:fig1} An example of a floating figure using the graphicx package.

# Table

An example of a floating table. Note that, for IEEE style tables, the \caption command should come BEFORE the table. Table text will default to \footnotesize as IEEE normally uses this smaller font for tables. The \label must come after \caption as always.

\label{tab:1} An Example of a Table
One Two
Three Four

Note that IEEE does not put floats in the very first column - or typically anywhere on the first page for that matter. Also, in-text middle (“here”) positioning is not used. Most IEEE journals/conferences use top floats exclusively. Note that, LaTeX2e, unlike IEEE journals/conferences, places footnotes above bottom floats. This can be corrected via the \fnbelowfloat command of the stfloats package.