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Hits 1 – 12 of 12
1
A low-resources approach to Opinion Analysis: Machine Learning and Simple Approaches
David Kirk Evans
In: http://davidkirkevans.com/Publications_files/2007_05_NTCIR.pdf (2007)
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2
A low-resources approach to Opinion Analysis: Machine Learning and Simple Approaches
David Kirk Evans
In: http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings6/NTCIR/66.pdf (2007)
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3
Opinion analysis across languages: An overview of and observations from the ntcir6 opinion analysis pilot task
David Kirk Evans
;
Lun-wei Ku
;
Hsin-hsi Chen
...
In: http://nlg.csie.ntu.edu.tw/conference_papers/wilf2007.pdf (2007)
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4
ABSTRACT Identifying Similarity in Text: Multi-Lingual Analysis for Summarization
David Kirk Evans
In: http://www1.cs.columbia.edu/nlp/theses/dave_evans.pdf (2005)
Abstract:
Early work in the computational treatment of natural language focused on summariza-tion, and machine translation. In my research I have concentrated on the area of summariza-tion of documents in different languages. This thesis presents my work on multi-lingual text similarity. This work enables the identification of short units of text (usually sentences) that contain similar information even though they are written in different languages. I present my work on SimFinderML, a framework for multi-lingual text similarity computation that makes it easy to experiment with parameters for similarity computation and add support for other languages. An in-depth examination and evaluation of the system is performed using Arabic and English data. I also apply the concept of multi-lingual text similarity to summarization in two different systems. The first improves readability of English sum-maries of Arabic text by replacing machine translated Arabic sentences with highly similar English sentences when possible. The second is a novel summarization system that supports comparative analysis of Arabic and English documents in two ways. First, given Arabic and English documents that describe the same event, SimFinderML clusters sentences to present information that is supported by both the Arabic and English documents. Second, the system provides an analysis of how the Arabic and English documents differ by pre-senting information that is supported exclusively by documents in only one language. This novel form of summarization is a first step at analyzing the difference in perspectives from news reported in different languages.
Keyword:
Contents Acknowledgments. xi
URL:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.93.9059
http://www1.cs.columbia.edu/nlp/theses/dave_evans.pdf
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5
Similarity-based Multilingual Multi-Document Summarization
David Kirk Evans
;
Kathleen Mckeown
;
Judith L. Klavans
In: http://www.cs.columbia.edu/nlp/papers/2005/evans_al_05.pdf (2005)
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6
Columbia newsblaster: multilingual news summarization on the web
David Kirk Evans
;
Judith L. Klavans
In: http://www.cs.columbia.edu/%7Edevans/papers/mlNewsblaster.pdf (2004)
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7
A Platform for Multilingual News Summarization Paper ID: Multilingual-Summarization-CU
David Kirk Evans
;
Judith L. Klavans
In: http://www.cs.columbia.edu/techreports/cucs-014-03.pdf (2003)
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8
A Platform for Multilingual . . .
David Kirk Evans
;
Judith L. Klavans
In: http://www.cs.columbia.edu/~library/TR-repository/reports/reports-2003/cucs-014-03.ps.gz (2003)
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9
1. NTCIR Cross-Language Retrieval
Fredric Gey
;
David Kirk Evans
;
Noriko K
In: http://www.lrec-conf.org/proceedings/lrec2008/pdf/363_paper.pdf
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10
1. NTCIR Cross-Language Retrieval
Fredric Gey
;
David Kirk Evans
;
Noriko K
In: http://www.mt-archive.info/LREC-2008-Gey.pdf
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11
Opinion Analysis across languages: An Overview of and Observations from the NTCIR6 Opinion Analysis Pilot Task
David Kirk Evans
;
Lun-wei Ku
;
Yohei Seki
...
In: http://nlg18.csie.ntu.edu.tw:8080/opinion/clip2007.pdf
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12
Multi-lingual Opinion Analysis Applied to World News: A Case Study
David Kirk Evans
;
Noriko Kando
In: http://davidkirkevans.com/Publications_files/2007.03.jnlp.pdf
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