Summarizing documents based on cue-phrases and references
نویسنده
چکیده
The paper presents a method of building the discourse structure of a discourse by combining indications on local structure given by cue-phrases with indications on global structure given by references found in the text. Then the discourse structure is used to obtain focused summaries.
منابع مشابه
Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN
Topic segmentation plays an important role for discourse analysis and document understanding. Previous work mainly focus on unsupervised method for topic segmentation. In this paper, we propose to use bidirectional long shortterm memory(BLSTM) model, along with convolutional neural network(CNN) for learning paragraph representation. Besides, we present a novel algorithm based on frequent subseq...
متن کاملSummarizing Topics: From Word Lists to Phrases
In this paper, we present a two-stage approach to generating descriptive phrases from the output of a statistical topic model, such as LDA [4]. First, we propose a Bayesian method for selecting statistically significant phrases from a corpus of documents, using inferred parameter values from LDA. Second, the selected phrases are combined with the topic assignments to make a list of candidate ph...
متن کاملروش جدید متنکاوی برای استخراج اطلاعات زمینه کاربر بهمنظور بهبود رتبهبندی نتایج موتور جستجو
Today, the importance of text processing and its usages is well known among researchers and students. The amount of textual, documental materials increase day by day. So we need useful ways to save them and retrieve information from these materials. For example, search engines such as Google, Yahoo, Bing and etc. need to read so many web documents and retrieve the most similar ones to the user ...
متن کاملAutomated Discourse Segmentation by Syntactic Information and Cue Phrases
This paper presents an approach to automatic segmentation of text written in English into Elementary Discourse Units (EDUs) using syntactic information and cue phrases. The system takes documents with syntactic information as the input and generates EDUs as well as their nucleus/satellite roles. The experiment shows that this approach gives promising results in comparison with some of the promi...
متن کاملCue-based dialogue act classification
Cue-Based Dialogue Act Classification Nick Webb Supervisors: Yorick Wilks & Mark Hepple In this thesis, we will address three research questions relating to the discovery and use of cue phrases for Dialogue Act classification. Cue phrases are single words, or combinations of words in phrases, that can serve as reliable indicators of some discourse function. In our case, we are looking to automa...
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 2003