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|Haghighi and Klein (2010)<ref>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</ref> |
|Haghighi and Klein (2010)<ref>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</ref> |
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|N<ref group="note">"Software release" is mentioned in footnote 11 but links don't contain the code anymore (as of October 2017).</ref> |
|N<ref group="note">"Software release" is mentioned in footnote 11 but links don't contain the code anymore (as of October 2017).</ref> |
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|Reconcile<ref>Stoyanov, V., Cardie, C., Gilbert, N., Riloff, E., Buttler, D., & Hysom, D. (2010). ''Reconcile : A Coreference Resolution Research Platform''.</ref><ref>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).</ref> |
|Reconcile<ref>Stoyanov, V., Cardie, C., Gilbert, N., Riloff, E., Buttler, D., & Hysom, D. (2010). ''Reconcile : A Coreference Resolution Research Platform''.</ref><ref>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).</ref> |
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|[https://www.cs.utah.edu/nlp/reconcile/ utah.edu] |
|[https://www.cs.utah.edu/nlp/reconcile/ utah.edu] |
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| + | |Neural Association Models |
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| + | |Y |
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| + | |Evaluated on Winnograd but not standard CR datasets |
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| + | |Rahman and Ng (2011)<ref>Rahman, A., & Ng, V. (2011). Coreference Resolution with World Knowledge. In ''Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies'' (pp. 814–824).</ref> |
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| + | |role pairs |
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| + | |Evaluated on ACE and OntoNotes |
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| + | |CherryPicker<ref>Altaf Rahman and Vincent Ng. Supervised Models for Coreference Resolution. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pp. 968-977, 2009.</ref> |
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| + | |[http://www.hlt.utdallas.edu/~altaf/cherrypicker/ utdallas.edu] |
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Revision as of 09:07, 4 October 2017
| Algorithm | Surface-
form |
Discourse | Syntactic
Structure |
One-way
Selectional Preference |
Event Chain |
Source
Code |
Notes | |
|---|---|---|---|---|---|---|---|---|
| Haghighi and Klein (2010)[1] | Y | N[note 1] | ||||||
| Reconcile[2][3] | Mention-pair | Y | Y[note 2] | Y | utah.edu | |||
| Neural Association Models | Y | N | Evaluated on Winnograd but not standard CR datasets | |||||
| Rahman and Ng (2011)[4] | role pairs | predicate pairs | N | Evaluated on ACE and OntoNotes | ||||
| CherryPicker[5] | utdallas.edu |
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
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).
- ↑ Rahman, A., & Ng, V. (2011). Coreference Resolution with World Knowledge. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (pp. 814–824).
- ↑ Altaf Rahman and Vincent Ng. Supervised Models for Coreference Resolution. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pp. 968-977, 2009.