EventMine statistics

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EventMine specifications


Unique identifier OMICS_05238
Name EventMine
Interface Web user interface, Application programming interface
Restrictions to use None
Computer skills Basic
Stability Stable
Maintained Yes


  • person_outline Makoto Miwa <>

Publication for EventMine

EventMine in publications

PMCID: 5860317
PMID: 29036627
DOI: 10.1093/bioinformatics/btx466

[…] by querying the pathway commons api (//www.pathwaycommons.org/pc2/graph?source=p01112&source=p01116&source=p01111&kind=neighborhood). the papers were annotated with events using eventmine (), and sentences that contained events mapping to the ras-melanoma model were grouped and mapped to their corresponding interaction in the network. uncertainty identification methods […]

PMCID: 5497973
PMID: 28678823
DOI: 10.1371/journal.pone.0179926

[…] the experimental setting of miwa et al. [], this was not entirely feasible since they used different tools for linguistic analysis and based their classification on their event extraction system, eventmine []. furthermore, their meta-knowledge clue list was not available to us. therefore, our implementation is a rough approximation of their method., the second set of features include a subset […]

PMCID: 4930833
PMID: 27374122
DOI: 10.1093/database/baw076

[…] approach, and improved the performance on the same gold standard corpus, reporting a 55.9 f-score. a coreference resolution module was incorporated into an existing event extraction system, eventmine (). in that work, the output of the coreference resolution system was used as additional features for event extraction. the incorporation of the coreference resolution slightly improved […]

PMCID: 4703377
PMID: 26734936
DOI: 10.1371/journal.pone.0144717

[…] of our current single ne recognition model is likely to benefit from our on-going efforts to expand the himera corpus to include data from additional decades., event recognition is undertaken by our eventmine system []. regular improvements to the system have assured its state-of the-art performance when applied to texts of different types and belonging to different subject areas [–]. […]

PMCID: 4511382
PMID: 26201408
DOI: 10.1186/1471-2105-16-S10-S7

[…] to corpora in new domains, without the need for exhaustive tuning or modification, whilst retaining competitive levels of performance., we have enhanced our state-of-the-art event extraction system, eventmine, to alleviate the need for task-specific tuning. task-specific details are specified in a configuration file, while extensive task-specific parameter tuning is avoided […]

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EventMine institution(s)
The National Centre for Text Mining (NaCTeM) and School of Computer Science, The University of Manchester, Manchester, UK

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