Báo cáo khoa học: "Text Summarization Evaluation" doc
Báo cáo khoa học: "Text Summarization Evaluation" doc
... allow an
analyst to quickly and correctly categorize a doc-
ument. Here the topic was not known to the
summarization system. Given a document, which
could be a generic summary or a full-text ... topic, a 50-document subset was created from
the top 200 ranked documents retrieved by a stan-
dard IR system. For the categorization task, only
10 topics were selected, with 100 documents us...
Báo cáo khoa học: "Text Summarization Model based on Maximum Coverage Problem and its Variant" pot
... of summarization
tasks: single-document summarization and multi-
document summarization. While single-document
summarization is to generate a summary from a
single document, multi-document summarization
is ... multiple documents
regarding one topic. Such a set of multiple docu-
ments is called a document cluster. The method
proposed in this paper is applicable to both tasks.
In both...
Tài liệu Báo cáo khoa học: "Text Alignment in a Tool for Translating Revised Documents" docx
... that a
new document needs to be translated and there ex-
ist a collection of bilingual documents in the same
domain. It would be interesting to see how many
sentences of the new document can ... "re-translation" prob-
lem. It occurs when a new version of a previously
translated document needs to be translated. The
tool identifies the changes between the two versions
of the ....
Báo cáo khoa học: "Topic-Focused Multi-document Summarization Using an Approximate Oracle Score" doc
... doc-
uments. Most automatic methods of multi-
document summarization are largely extractive.
This mimics the behavior of humans for sin-
gle document summarization; (Kupiec, Pendersen,
and Chen ... per-
formance for the 2005 Document Under-
standing Conference (DUC) evaluation.
1 Introduction
We consider the problem of producing a multi-
document summary given a collection of doc-
umen...
Báo cáo khoa học: "Text Analysis for Automatic Image Annotation" doc
... (term fre-
quency) x idf (inverse document frequency) weight
of the words (Amir et al., 2005). In exceptional
cases, the hierarchical XML structure of a text doc-
ument (which was manually annotated) ... proba-
bility of appearing in the image than less important
persons. Because of the short lengths of the docu-
ments in our corpus, an analysis of lexical cohesion
between terms in the text...
Báo cáo khoa học: "An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation" pot
... introduces a novel hierarchical
summarization approach for automatic multi-
document summarization. By creating a
hierarchical representation of the words in the
input document set, the proposed ... objectives of multi-
document summarization through an
integrated framework. The evaluation is
conducted on the DUC 2007 data set.
1 Introduction and Background
Multi-document summariz...
Báo cáo khoa học: "Text Segmentation Using Reiteration and Collocation" docx
...
Lindsay J. Evett
Department of Computing
Nottingham Trent University
Nottingham NG1 4BU, UK
lje @doc. ntu.ac.uk
Abstract
A method is presented for segmenting text into
subtopic areas. The proportion ... Each segment could be
summarised individually and then combined to
provide an abstract for a document.
Previous work on text segmentation has used term
matching to identify cluster...