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Multilingual Event Extraction and Semi-automatic acquisition of related resources
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Multilingual Event Extraction and Semi-automatic acquisition of related resources
1.
Multilingual Event Extraction
and Semi-automatic A cquisition of R elated R esources Hristo Tanev Joint Research Centre Ispra, Italy
2.
NEXUS N
ews E vent e X traction U sing language S tructures
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4.
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6.
7.
EMM Event Extraction
Architecture NEXUS News Entity Match Geo-Tagging Clustering Text Processing NER, Parsing, Pattern Matching Information Aggregation Visualization Events
8.
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10.
11.
12.
Multilingual Lexical Acquisition
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18.
19.
NEXUS Evaluation for
English 61% Geo-tagging (place name) 90% Geo-tagging (country) 80% Event classification 57% Injured counting 70% Dead counting Accuracy Detection Task
20.
NEXUS Multilingual Evaluation
0.47 0.67 0.51 0.69 Portuguese 0.67 - 0.62 0.87 Italian Arrested Kidnapped Wounded Dead F1 measure
21.
Evaluation of Ontopopulis
- - - - - - 60 95 Spanish 75 85 20 70 85 75 60 90 Portuguese Building Crime Edged weapon Watercraft Vehicle Politician Weapon Person Accuracy (%) top 20
22.
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