The Use of Topic Segmentation for Automatic Summarization
نویسندگان
چکیده
Topic segmentation can be used as a preprocessing step in numerous natural language processing applications. In this short paper, we will discuss how we adapted our segmentation algorithm for automatic summarization.
منابع مشابه
A survey on Automatic Text Summarization
Text summarization endeavors to produce a summary version of a text, while maintaining the original ideas. The textual content on the web, in particular, is growing at an exponential rate. The ability to decipher through such massive amount of data, in order to extract the useful information, is a major undertaking and requires an automatic mechanism to aid with the extant repository of informa...
متن کاملA Topic Segmentation of Texts based on Semantic Domains
1 LIMSI-CNRS. BP 133, 91403 Orsay Cedex, France. email: [ferret,grau]@limsi.fr Abstract. Thematic analysis is essential for many Natural Language Processing (NLP) applications, such as text summarization or information extraction. It is a two-dimensional process that has both to delimit the thematic segments of a text and to identify the topic of each of them. The system we present possesses th...
متن کاملDiscovering Topic Boundaries for Text Summarization Based on Word Co-occurrence
Topic Segmentation is the task of breaking documents into topically coherent multiparagraph subparts. In particular, Topic Segmentation is extensively used in Text Summarization to provide more coherent results by taking into account raw document structure. However, most methodologies are based on lexical repetition that show evident reliability problems or rely on harvesting linguistic resourc...
متن کاملAn Optimization Text Summarization Method Based on Naïve Bayes and Topic Word for Single Syllable Language
Text summarization since the late 50’s of the 20th century by the simple technical based on term frequency and it applied for technical text summarization at IBM institute. During more than 50 years of development, text summarization is still a hot topic that attracting many researchers, scholars in the field of data mining and natural language processing proposals development of the text summa...
متن کاملA new graph based text segmentation using Wikipedia for automatic text summarization
The technology of automatic document summarization is maturing and may provide a solution to the information overload problem. Nowadays, document summarization plays an important role in information retrieval. With a large volume of documents, presenting the user with a summary of each document greatly facilitates the task of finding the desired documents. Document summarization is a process of...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2002