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1
Evaluating and Improving an Automatic Sentiment Analysis System
Viktoriya Kotelevskaya
;
Mats Dahllöf
;
Bengt Dahlqvist
;
Beáta Megyesi
;
Ra Stålnacke
;
Find Agent Ab
In: http://stp.lingfil.uu.se/exarb/arch/2011_kotelevskaya.pdf (2011)
Abstract:
The purpose of this thesis is to improve OpenAmplify – a system for auto-matic sentiment analysis by analysing OA’s weaknesses and problematic areas and then modifying the resource files and lexicons by adding new linguistic items and improving the system’s rules. The performance of OA was first evaluated and the collected data was compared to opinions of human judges, allowing to identify and analyse the problematic areas and shortcomings of the system. The analysis lead to modifications of OA: idioms and missing expressions were added to the lexicons and the resource files were extended by some linguistic rules.The results of the evaluation showed that agreement between OA and human judges had increased from 41 % to 55%, after modification of the system. Acknowledgements I am heartily thankful to Alexandra Stålnacke, Mats Dahllöf, Bengt Dahlqvist and Maria Milusheva for guidance and support. I would especially like to thank
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Contents
URL:
http://stp.lingfil.uu.se/exarb/arch/2011_kotelevskaya.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.452.9996
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2
General
Studia Linguistica Upsaliensia
;
Edited Anju Saxena
;
Åke Viberg
...
In: http://uu.diva-portal.org/smash/get/diva2%3A275878/FULLTEXT03.pdf (2009)
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3
Swedish Turkish Parallel Treebank
Beáta Megyesi
;
Bengt Dahlqvist
;
Eva Pettersson
. - 2008
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4
Swedish-Turkish Parallel Treebank
Beáta Megyesi
;
Bengt Dahlqvist
;
Eva Pettersson
...
In: http://www.lrec-conf.org/proceedings/lrec2008/pdf/121_paper.pdf (2008)
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5
Language Resources and Tools for Swedish: A Survey
Kjell Elenius
;
Eva Forsbom
;
Beáta Megyesi
In: http://www.lrec-conf.org/proceedings/lrec2008/pdf/156_paper.pdf (2008)
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6
Single Malt or Blended? A study in Multilingual Parser Optimization
Johan Hall
;
Jens Nilsson
;
Joakim Nivre
...
In: http://acl.ldc.upenn.edu/D/D07/D07-1097.pdf (2007)
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7
The acoustic and morpho-syntactic context of prosodic boundaries in dialogs
Mattias Heldner
;
Beáta Megyesi
In: http://www.speech.kth.se/ctt/publications/papers03/fonetik2003_117.pdf (2003)
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8
Exploring the Prosody-Syntax Interface in Conversations
Mattias Heldner
;
Beáta Megyesi
In: http://www.speech.kth.se/%7Ebea/heldner-megyesi-icphs03.ps (2003)
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9
Exploring the Prosody-Syntax Interface in Conversations
Mattias Heldner And
;
Mattias Heldner
;
Beáta Megyesi
In: http://www.speech.kth.se/ctt/publications/papers03/icphs03_2501.pdf (2003)
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10
The Acoustic and Morpho-Syntactic Context of Prosodic Boundaries in Dialogs
Mattias Heldner
;
Beáta Megyesi
In: http://www.speech.kth.se/~bea/heldner-megyesi-fonetik2003.ps (2003)
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11
Shallow Parsing with PoS Taggers and Linguistic Features
Beáta Megyesi
;
James Hammerton
;
Miles Osborne
...
In: http://www.ai.mit.edu/projects/jmlr/papers/volume2/megyesi02a/megyesi02a.pdf (2002)
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12
Shallow Parsing with PoS Taggers and Linguistic Features
Beáta Megyesi
;
James Hammerton
;
Miles Osborne
...
In: http://www.jmlr.org/papers/volume2/megyesi02a/megyesi02a.ps.gz (2002)
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13
Shallow Parsing with PoS Taggers and Linguistic Features
Beáta Megyesi
;
James Hammerton
;
Miles Osborne
...
In: http://www.speech.kth.se/%7Ebea/megyesi02a.ps (2002)
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14
Shallow Parsing with PoS Taggers and Linguistic Knowledge - A Comparative Study of Three Algorithms and Four Learning Tasks
Beáta Megyesi
In: http://www.speech.kth.se/ctt/publications/papers/ranlp-2001_bm.ps (2001)
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15
Pausing in Dialogues and Read Speech in Swedish : Speakers' Production and Listeners' Interpretation", paper presented at the Workshop on Prosody and Speech Recognition 2001
Beáta Megyesi
;
Sofia Gustafson-čapková
In: http://www.speech.kth.se/prod/publications/files/783.pdf (2001)
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16
Improving Brill’s POS Tagger For An Agglutinative Language
Beáta Megyesi
In: http://stp.lingfil.uu.se/~bea/publ/megyesi99-emnlp.pdf (1999)
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17
Brill's POS tagger with extended lexical templates for Hungarian
Beáta Megyesi
In: http://stp.lingfil.uu.se/~bea/megyesi99-acai.pdf (1999)
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18
Brill's Pos Tagger With Extended Lexical Templates For Hungarian
Beáta Megyesi
In: http://www.speech.kth.se/%7Ebea/finalML.ps (1999)
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19
Improving Brill's Pos Tagger For An Agglutinative Language
Beáta Megyesi
In: http://www.speech.kth.se/%7Ebea/EMNLPfinal.ps (1999)
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20
Supporting Research Environment for Less Explored Languages: A Case Study of Swedish and Turkish
Beáta Megyesi
;
Bengt Dahlqvist
;
Eva Pettersson
...
In: http://stp.lingfil.uu.se/~nivre/docs/saagvall2.pdf
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