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Background Reading for Columbia Statistical Generation Day

This list of papers is related to the talks to be presented in the Statistical Generation Day. For the full bibliography on statistical generation check the list collected by Aggeliki Dimitromanolaki. For an overview on traditional generation you can read Reiter's (1994) paper.

Surface Realization

Knight, K. and Hatzivassiloglou, V. 1995. Two-level, Many-Paths Generation. In Proceedings of the 33rd Annual Meeting of the Association for Computational Linguistics (ACL'95), pages 252-260, Cambridge, Massachusetts.

Langkilde, I. and Knight, K. 1998. Generation that Exploits Corpus-Based Statistical Knowledge. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING-ACL 1998), pages 704-710, Montreal, Canada.

Langkilde, I. and Knight,K.1998. The Practical Value of n-grams in generation. In Proceedings of the 9th International Natural Language Workshop (INLG '98), Niagara-on-the-Lake, Ontario.

Langkilde, I. 2000. Forest-Based Statistical Sentence Generation. In Proceedings of the 6th Applied Natural Language Processing Conference and the 1st Meeting of the North American Chapter of the Association of Computational Linguistics (ANLP-NAACL 2000), pages 170-177, Seattle, Washington, USA.

Srinivas Bangalore and Owen Rambow. 2000 Exploiting a Probabilistic Hierarchical Model for Generation , International Conference on Computational Linguistics (COLING 2000) , Saarbrucken, Germany.

Lexical Choice

Ratnaparkhi, A. 2000. Trainable Methods for Surface Natural Language Generation. In Proceedings of the 6th Applied Natural Language Processing Conference and the 1st Meeting of the North American Chapter of the Association of Computational Linguistics (ANLP-NAACL 2000), pages 194-201, Seattle, Washington, USA.

Sentence Planning

Walker, M. A., Rambow O. and Rogati, M. 2001 SPoT: A Trainable Sentence Planner In Proceedings of the 2nd Meeting of the North American Chapter of the Association of Computational Linguistics (NAACL-01), Pittsburgh, PA.

Content Planning

Duboue, P. A. and McKeown K. R. 2001. Empirically Estimating Order Constraints for Content Planning in Generation. In Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL/EACL-2001), Toulouse, France.

Evaluation

Bangalore S., Rambow O. and Whittaker S., Evaluation Metrics for Generation, In Proceedings of the 1st International Conference on Natural Language Generation (INLG 2000), Mitzpe Ramon, Israel.

Papineni K., Roukos S., Ward T, Zhu W-J. Bleu: a Method for Automatic Evaluation of Machine Translation