in: Entity coreference resolution

Changes: Nominal coreference resolution systems

Edit

Revision as of 17:20, 3 October 2017

Algorithm

Surface-

form

Discourse

Syntactic

Structure

One-way

Selectional Preference

Event

Chain

Source

Code

Haghighi and Klein (2010)^[1]

Y

N^{[note 1]}

Reconcile^[2]^[3]

Mention-pair

Y

Y^{[note 2]}

Y

TODO:

Martschat and Strube (2015)^[21]: http://smartschat.de/software
Wiseman et al. (2016)^[20]: https://github.com/swiseman/nn_coref
Clark and Manning (2016)^[35]: https://github.com/clarkkev/deep-coref
Hybrid Coref (Lee et al. 2017)^[49]: https://github.com/heeyounglee/hcoref
cort - coreference resolution toolkit
dcoref - part of Stanford CoreNLP
Berkeley Coreference Resolution System
Illinois Coreference Package
xrenner - eXternally configurable REference and Non Named Entity Recognizer

Notes

↑ "Software release" is mentioned in footnote 11 but links don't contain the code anymore (as of October 2017).
↑ SameParagraph, SameSentence, SentNum, ParNum

References

↑ Haghighi, A., & Klein, D. (2010). Coreference resolution in a modular, entity-centered model. Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the ACL, (June), 385–393. http://doi.org/10.3115/1608810.1608821
↑ Stoyanov, V., Cardie, C., Gilbert, N., Riloff, E., Buttler, D., & Hysom, D. (2010). Reconcile : A Coreference Resolution Research Platform.
↑ Stoyanov, V., Cardie, C., Gilbert, N., Riloff, E., Buttler, D., & Hysom, D. (2010). Coreference resolution with reconcile. In Proceedings of the ACL 2010 Conference Short Papers (pp. 156–161).