Báo cáo khoa học: "Text Segmentation with Multiple Surface Linguistic Cues" pptx
Báo cáo khoa học: "Text Segmentation with Multiple Surface Linguistic Cues" pptx
... overall measure to rank the
possible segmentation with multiple linguistic cues.
First we explain this method used for text seg-
mentation with multiple linguistic cues. Here, we
represent ... Combining multiple surface cues is effective for
text segmentation.
• The multiple regression analysis with the step-
wise method is good for selecting the useful cues
for...
Báo cáo khoa học: "Text Segmentation with LDA-Based Fisher Kernel" ppt
... pages 269–272,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Text Segmentation with LDA-Based Fisher Kernel
Qi Sun, Runxin Li, Dingsheng Luo and Xihong Wu
Speech ... similarity by the Fisher
kernel. Finally global best segmentation is
achieved by dynamic programming. Experi-
ments on Chinese data sets with the technique
show it can be effective. Int...
Báo cáo khoa học: "TEXT UNDERSTANDING WITH MULTIPLE KNOWLEDGE SOURCES: AN EXPERIMENT IN DISTRIBUTED PARSING" docx
... TEXT UNDERSTANDING WITH MULTIPLE KNOWLEDGE SOURCES:
AN EXPERIMENT IN DISTRIBUTED PARSING
Cinzia Costantini, Danilo ... activities combine with top-down, expectation-driven ones to
cooperatively determine the most I~ely interpretation of the input
(Lesgoid and Perfetti, 1981). Roughly speaking, humans begin with
a set ...
the text. These expectations are based both on linguistic...
Báo cáo khoa học: "DEDUCTIVE PARSING WITH MULTIPLE LEVELS OF REPRESENTATION*" pptx
...
associating each node with one of the three
atomic values ass, rec or 0. These values
represent the Case properties of the node they
are associated with; a node associated with
the property ... Case assigner, a node
associated with the property rec must be
capable of being assigned Case, and a node
associated with the property 0 must be neutral
with respect to Case. The Cas...
Báo cáo khoa học: "Text Segmentation by Language Using Minimum Description Length" ppt
... an unknown
language without learning data. In other words,
we use supervised learning. In line with recent
trends in unsupervised segmentation, the problem
of finding segments without supervision ... learning methods for languages with abun-
dant supervision, and the performance is usually
high enough for practical use. This article con-
cerns that problem together with segmentation b...
Báo cáo khoa học: "Chinese Segmentation with a Word-Based Perceptron Algorithm" docx
... Association of Computational Linguistics, pages 840–847,
Prague, Czech Republic, June 2007.
c
2007 Association for Computational Linguistics
Chinese Segmentation with a Word-Based Perceptron ... based on local char-
acter features are used to make the tagging
decisions, with Viterbi decoding finding the
highest scoring segmentation. In this paper
we propose an alternative, word-based s...
Báo cáo khoa học: "Dialogue Segmentation with Large Numbers of Volunteer Internet Annotators" pptx
... the university events mailing list,
sent to people associated with the university, but
with no particular linguistic training. Linguistics
first-year students and Computer Science
students ... 2-7 August 2009.
c
2009 ACL and AFNLP
Dialogue Segmentation with Large Numbers of Volunteer Internet
Annotators
T. Daniel Midgley
Discipline of Linguistics, School of Computer Science and...
Báo cáo khoa học: "Joint Decoding with Multiple Translation Models" docx
... rules within one derivation.
• As multiple derivations are used for finding
optimal translations, we extend the minimum
error rate training (MERT) algorithm (Och,
2003) to tune feature weights with ... into an English sentence “give a talk”.
ing with multiple models achieves an absolute im-
provement of 1.5 BLEU points over individual de-
coding with single models (Section 5).
2 Back...
Báo cáo khoa học: "Text Segmentation Using Reiteration and Collocation" docx
... 3.83
(83.3%)
Table
1. Comparison of segmentation algorithm
using different linguistic features.
Discussion:
The segmentation algorithm using the
linguistic features word repetition and ... results demonstrate
that supplementing word repetition with other
linguistic features can improve text segmentation.
As an example, a text segmentation algorithm
developed by Hearst...
Báo cáo khoa học: "Authorship Attribution with Author-aware Topic Models" pptx
... Association for Computational Linguistics, pages 264–269,
Jeju, Republic of Korea, 8-14 July 2012.
c
2012 Association for Computational Linguistics
Authorship Attribution with Author-aware Topic Models
Yanir ... emails
with 72 authors (Argamon and Juola, 2011);
and (2) Blog: blogs with 19,320 authors (Schler et
al., 2006). These datasets represent realistic scenar-
ios of AA of user-ge...