Constructing Coherent Event Hierarchies from News Stories (CROSBI ID 614604)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Glavaš, Goran ; Šnajder, Jan
engleski
Constructing Coherent Event Hierarchies from News Stories
News describe real-world events of varying granularity, and recognition of internal structure of events is important for automated reasoning over events. We propose an approach for constructing coherent event hierarchies from news by enforcing document-level coherence over pairwise decisions of spatiotemporal containment. Evaluation on a news corpus annotated with event hierarchies shows that enforcing global spatiotemporal coreference of events leads to significant improvements (7.6% F1-score) in the accuracy of pairwise decisions
event hierarchy; integer linear programming; spatiotemporal containment
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
34-38.
2014.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the Workshop on Graph-based Methods for Natural Language Processing (TextGraphs-9) in conjunction with Conference on Empirical Methods in Natural Language Processing (EMNLP'14).
Vydiswaran, Vinod ; Subramanya, Amar ; Melli, Gabor ; Matveeva, Irina
Doha: ACL
Podaci o skupu
Graph-based Methods for Natural Language Processing
predavanje
25.10.2014-29.10.2014
Doha, Katar