CONLL-2003 (State of the art) - Revision history

Simzalabim: /* References */

2019-07-12T13:29:02Z

References

← Older revision		Revision as of 13:29, 12 July 2019
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	Z. H. Huang, W. Xu, and K. Yu. (2015) [http://arxiv.org/abs/1508.01991 Bidirectional LSTM-CRF Models for Sequence Tagging]. ''In arXiv:1508.01991''. 2015.		Z. H. Huang, W. Xu, and K. Yu. (2015) [http://arxiv.org/abs/1508.01991 Bidirectional LSTM-CRF Models for Sequence Tagging]. ''In arXiv:1508.01991''. 2015.

			Akbik, A., Blythe, D., and Vollgraf, R. (2018). Contextual string embeddings for sequence labeling. In Proceedings of the 27th International Conference on Computational Linguistics (pp. 1638-1649).

	== See also ==		== See also ==

2019-07-12T13:26:17Z

Table of results

← Older revision		Revision as of 13:26, 12 July 2019
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	\| -		\| -
	\| 90.10%		\| 90.10%
			\|-
			\| BI-LSTM-CRF
			\| Bidirectional LSTM-CRF Model
			\| S
			\| Akbik, Blythe, & Vollgraf (2018)
			\| https://github.com/zalandoresearch/flair
			\| 93.09%
	\|}		\|}

2015-08-27T18:25:11Z

References

← Older revision		Revision as of 18:25, 27 August 2015
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	Tjong Kim Sang, E. F. and De Meulder, F. (2003) [http://www.cnts.ua.ac.be/conll2003/pdf/14247tjo.pdf Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition]. ''Proceedings of CoNLL-2003''. Edmonton, Canada.		Tjong Kim Sang, E. F. and De Meulder, F. (2003) [http://www.cnts.ua.ac.be/conll2003/pdf/14247tjo.pdf Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition]. ''Proceedings of CoNLL-2003''. Edmonton, Canada.

	Z. H. Huang, W. Xu, and K. Yu. [http://arxiv.org/abs/1508.01991 Bidirectional LSTM-CRF Models for Sequence Tagging]. ''In arXiv:1508.01991''. 2015.		Z. H. Huang, W. Xu, and K. Yu. (2015) [http://arxiv.org/abs/1508.01991 Bidirectional LSTM-CRF Models for Sequence Tagging]. ''In arXiv:1508.01991''. 2015.

	== See also ==		== See also ==

2015-08-27T18:24:49Z

References

← Older revision		Revision as of 18:24, 27 August 2015
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	Nadeau, D., Turney, P. D. and Matwin, S. (2006) [http://iit-iti.nrc-cnrc.gc.ca/publications/nrc-48727_e.html Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity]. ''Proceedings 19th Canadian Conference on Artificial Intelligence''. Québec, Canada.		Nadeau, D., Turney, P. D. and Matwin, S. (2006) [http://iit-iti.nrc-cnrc.gc.ca/publications/nrc-48727_e.html Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity]. ''Proceedings 19th Canadian Conference on Artificial Intelligence''. Québec, Canada.

	Tjong Kim Sang, E. F. and De Meulder, F. (2003) [http://www.cnts.ua.ac.be/conll2003/pdf/14247tjo.pdf Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition]. ''Proceedings of CoNLL-2003''. Edmonton, Canada.		Tjong Kim Sang, E. F. and De Meulder, F. (2003) [http://www.cnts.ua.ac.be/conll2003/pdf/14247tjo.pdf Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition]. ''Proceedings of CoNLL-2003''. Edmonton, Canada.

			Z. H. Huang, W. Xu, and K. Yu. [http://arxiv.org/abs/1508.01991 Bidirectional LSTM-CRF Models for Sequence Tagging]. ''In arXiv:1508.01991''. 2015.

	== See also ==		== See also ==

2015-08-27T18:24:11Z

Table of results

← Older revision		Revision as of 18:24, 27 August 2015
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	\| 55.98%		\| 55.98%
	\|-		\|-
			\| BI-LSTM-CRF
			\| Bidirectional LSTM-CRF Model
			\| S
			\| Huang et al. (2015)
			\| -
			\| 90.10%
	\|}		\|}

	* (1) '''System type''': R = hand-crafted rules, S = supervised learning, U = unsupervised learning, H = hybrid		* (1) '''System type''': R = hand-crafted rules, S = supervised learning, U = unsupervised learning, H = hybrid


	== References ==		== References ==

2012-06-25T11:14:33Z

Reverted edits by Creek (talk) to last revision by Pdturney

← Older revision		Revision as of 11:14, 25 June 2012
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	\| S		\| S
	\| Florian, Ittycheriah, Jing and Zhang (2003)		\| Florian, Ittycheriah, Jing and Zhang (2003)
	\| ~~[http://www.thai~~-~~sbobet.com sbo]~~		\| -
	\| 88.76%		\| 88.76%
	\|-		\|-
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	\| S		\| S
	\| Tjong Kim Sang and De Meulder(2003)		\| Tjong Kim Sang and De Meulder(2003)
	\| ~~[http://www.thai~~-~~sbobet.com sbobet]~~		\| -
	\| 59.61%		\| 59.61%
	\|-		\|-

2012-06-25T08:04:20Z

← Older revision		Revision as of 08:04, 25 June 2012
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	\| S		\| S
	\| Florian, Ittycheriah, Jing and Zhang (2003)		\| Florian, Ittycheriah, Jing and Zhang (2003)
	\| -		\| [http://www.thai-sbobet.com sbo]
	\| 88.76%		\| 88.76%
	\|-		\|-
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	\| S		\| S
	\| Tjong Kim Sang and De Meulder(2003)		\| Tjong Kim Sang and De Meulder(2003)
	\| -		\| [http://www.thai-sbobet.com sbobet]
	\| 59.61%		\| 59.61%
	\|-		\|-

2010-07-19T11:16:08Z

Reverted edits by Jessica (Talk); changed back to last version by Pythonner

← Older revision		Revision as of 11:16, 19 July 2010
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	* '''Testing data:''' Testb split of CONLL-2003 corpus		* '''Testing data:''' Testb split of CONLL-2003 corpus
	* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)		* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)
	* [http://www.jouercasino.eu/roulette/ roulette en ligne]

	== Table of results ==		== Table of results ==

2010-07-19T09:07:41Z

← Older revision		Revision as of 09:07, 19 July 2010
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	* '''Testing data:''' Testb split of CONLL-2003 corpus		* '''Testing data:''' Testb split of CONLL-2003 corpus
	* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)		* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)
	* [http://www.jouercasino.eu/roulette/~~m link title~~]		* [http://www.jouercasino.eu/roulette/ roulette en ligne]

	== Table of results ==		== Table of results ==

2010-07-19T09:06:11Z

← Older revision		Revision as of 09:06, 19 July 2010
Line 9:		Line 9:
	* '''Testing data:''' Testb split of CONLL-2003 corpus		* '''Testing data:''' Testb split of CONLL-2003 corpus
	* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)		* The corpus contains a very high ratio of metonymic references (city names standing for sport teams)
			* [http://www.jouercasino.eu/roulette/m link title]

	== Table of results ==		== Table of results ==