Difference between revisions of "Semi-supervised Learning in NLP"

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== Bibliography ==
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= Semi-supervised Learning for NLP Bibliography =
  
Carlson, A., Betteridge, J., Hruschka Junior, E.R. & Mitchell, T.M. (2009), "Coupling Semi-Supervised Learning of Categories and Relations", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 1-9. Association for Computational Linguistics.
+
The goal of this page is to collect all papers focusing on semi-supervised learning for natural language processing.  
  
Veeramachaneni, S. & Kondadadi, R.K. (2009), "Surrogate Learning - From Feature Independence to Semi-Supervised Classification", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 10-18. Association for Computational Linguistics.
+
=== 2009 ===
  
Goldberg, A.B. & Zhu, X. (2009), "Keepin' It Real: Semi-Supervised Learning with Realistic Tuning", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 19-27. Association for Computational Linguistics.
+
Note: Papers in NAACL Semi-supervised learning for NLP Workshop are pre-linked but the actual pdf's don't exist on ACL anthology yet. --[[User:KevinDuh|KevinDuh]] 21:15, 29 April 2009 (UTC)
  
Zubiaga, A., Fresno, V. & Martínez, R. (2009), "Is Unlabeled Data Suitable for Multiclass SVM-based Web Page Classification?", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 28-36. Association for Computational Linguistics.
+
Carlson, A., Betteridge, J., Hruschka Junior, E.R. & Mitchell, T.M. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2201 "Coupling Semi-Supervised Learning of Categories and Relations"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 1-9. Association for Computational Linguistics.
  
Poveda, J., Surdeanu, M. & Turmo, J. (2009), "An Analysis of Bootstrapping for the Recognition of Temporal Expressions", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 49-57. Association for Computational Linguistics.
+
Veeramachaneni, S. & Kondadadi, R.K. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2202 "Surrogate Learning - From Feature Independence to Semi-Supervised Classification"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 10-18. Association for Computational Linguistics.
  
Liao, W. & Veeramachaneni, S. (2009), "A Simple Semi-supervised Algorithm For Named Entity Recognition", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 58-65. Association for Computational Linguistics.
+
Goldberg, A.B. & Zhu, X. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2203 "Keepin' It Real: Semi-Supervised Learning with Realistic Tuning"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 19-27. Association for Computational Linguistics.
  
Chen, Z. & Ji, H. (2009), "Can One Language Bootstrap the Other: A Case Study on Event Extraction", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 66-74. Association for Computational Linguistics.
+
Zubiaga, A., Fresno, V. & Martínez, R. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2204 "Is Unlabeled Data Suitable for Multiclass SVM-based Web Page Classification?"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 28-36. Association for Computational Linguistics.
  
Huang, J.-T. & Hasegawa-Johnson, M. (2009), "On Semi-Supervised Learning of Gaussian Mixture Models for Phonetic Classification", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 75-83. Association for Computational Linguistics.
+
Plank, B. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2205 "A Comparison of Structural Correspondence Learning and Self-training for Discriminative Parse Selection"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 37-42. Association for Computational Linguistics.
  
Dasgupta, S. & Ng, V. (2009), "Discriminative Models for Semi-Supervised Natural Language Learning", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 84-85. Association for Computational Linguistics.
+
Andrzejewski, D. & Zhu, X. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2206 "Latent Dirichlet Allocation with Topic-in-Set Knowledge"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 43-48. Association for Computational Linguistics.
 +
 
 +
Poveda, J., Surdeanu, M. & Turmo, J. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2207 "An Analysis of Bootstrapping for the Recognition of Temporal Expressions"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 49-57. Association for Computational Linguistics.
 +
 
 +
Liao, W. & Veeramachaneni, S. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2208 "A Simple Semi-supervised Algorithm For Named Entity Recognition"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 58-65. Association for Computational Linguistics.
 +
 
 +
Chen, Z. & Ji, H. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2209 "Can One Language Bootstrap the Other: A Case Study on Event Extraction"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 66-74. Association for Computational Linguistics.
 +
 
 +
Huang, J.-T. & Hasegawa-Johnson, M. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2210 "On Semi-Supervised Learning of Gaussian Mixture Models for Phonetic Classification"], In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 75-83. Association for Computational Linguistics.
 +
 
 +
Dasgupta, S. & Ng, V. (2009), [http://www.aclweb.org/anthology/W/W09/W09-2211 "Discriminative Models for Semi-Supervised Natural Language Learning"], Invited Position Paper, In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 84-85. Association for Computational Linguistics.
 +
 
 +
=== 2008 ===
 +
 
 +
=== 2007 ===

Revision as of 14:15, 29 April 2009

Semi-supervised Learning for NLP Bibliography

The goal of this page is to collect all papers focusing on semi-supervised learning for natural language processing.

2009

Note: Papers in NAACL Semi-supervised learning for NLP Workshop are pre-linked but the actual pdf's don't exist on ACL anthology yet. --KevinDuh 21:15, 29 April 2009 (UTC)

Carlson, A., Betteridge, J., Hruschka Junior, E.R. & Mitchell, T.M. (2009), "Coupling Semi-Supervised Learning of Categories and Relations", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 1-9. Association for Computational Linguistics.

Veeramachaneni, S. & Kondadadi, R.K. (2009), "Surrogate Learning - From Feature Independence to Semi-Supervised Classification", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 10-18. Association for Computational Linguistics.

Goldberg, A.B. & Zhu, X. (2009), "Keepin' It Real: Semi-Supervised Learning with Realistic Tuning", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 19-27. Association for Computational Linguistics.

Zubiaga, A., Fresno, V. & Martínez, R. (2009), "Is Unlabeled Data Suitable for Multiclass SVM-based Web Page Classification?", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 28-36. Association for Computational Linguistics.

Plank, B. (2009), "A Comparison of Structural Correspondence Learning and Self-training for Discriminative Parse Selection", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 37-42. Association for Computational Linguistics.

Andrzejewski, D. & Zhu, X. (2009), "Latent Dirichlet Allocation with Topic-in-Set Knowledge", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 43-48. Association for Computational Linguistics.

Poveda, J., Surdeanu, M. & Turmo, J. (2009), "An Analysis of Bootstrapping for the Recognition of Temporal Expressions", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 49-57. Association for Computational Linguistics.

Liao, W. & Veeramachaneni, S. (2009), "A Simple Semi-supervised Algorithm For Named Entity Recognition", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 58-65. Association for Computational Linguistics.

Chen, Z. & Ji, H. (2009), "Can One Language Bootstrap the Other: A Case Study on Event Extraction", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 66-74. Association for Computational Linguistics.

Huang, J.-T. & Hasegawa-Johnson, M. (2009), "On Semi-Supervised Learning of Gaussian Mixture Models for Phonetic Classification", In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 75-83. Association for Computational Linguistics.

Dasgupta, S. & Ng, V. (2009), "Discriminative Models for Semi-Supervised Natural Language Learning", Invited Position Paper, In Proceedings of the NAACL HLT Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Colorado, USA. June 2009., pp. 84-85. Association for Computational Linguistics.

2008

2007