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fsm2 – A Scripting Language for Creating Weighted Finite-State Morphologies

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State of the Art in Computational Morphology (SFCM 2009)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 41))

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Abstract

The present article describes fsm2, a software program which can be used interactively or as a script interpreter to manipulate weighted finite-state automata with around 100 different commands. fsm2 is based on FSM<2.0> – an efficient C++ template library to create and algebraically manipulate weighted automata. fsm2 is particularly well suited to create morphological analysers on the basis of weighted automata.

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References

  1. Beesley, K.R., Karttunen, L.: Finite State Morphology. CSLI, Stanford (2003)

    Google Scholar 

  2. Roark, B., Sproat, R.: Computational Approaches to Syntax and Morphology. Oxford University Press, Oxford (2007)

    Google Scholar 

  3. Kuich, W., Salomaa, A.: Semirings, Automata, Languages. EATCS Monographs on Theoretical Computer Science, vol. 5. Springer, Heidelberg (1986)

    Book  MATH  Google Scholar 

  4. Mohri, M.: Semiring frameworks and algorithms for shortest-distance problems. Journal of Automata, Languages and Combinatorics 7(3), 321–350 (2002)

    MathSciNet  MATH  Google Scholar 

  5. Geyken, A., Hanneforth, T.: TAGH: A complete morphology for german based on weighted finite-state automata. In: Yli-Jyrä, A., Karttunen, L., Karhumäki, J. (eds.) FSMNLP 2005. LNCS (LNAI), vol. 4002, pp. 55–66. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  6. Jurafsky, D., Martin, J.H.: Speech and Language Processing. Prentice Hall Series in Artificial Intelligence. Prentice Hall, Upper Saddle River (2000)

    Google Scholar 

  7. Hanneforth, T.: Using ranked semirings for representing morphology automata. In: Mahlow, C., Piotrowski, M. (eds.) Proceedings of SFCM. Springer, Heidelberg (to appear)

    Google Scholar 

  8. Mohri, M.: Weighted automata algorithms. In: Droste, M., Kuich, W., Vogler, H. (eds.) Handbook of Weighted Automata. Springer, Heidelberg (2009)

    Google Scholar 

  9. Mohri, M.: Finite-state transducers in language and speech processing. Computational Linguistics 23(2), 269–311 (1997)

    MathSciNet  Google Scholar 

  10. Schiller, A., Teufel, S., Stöckert, C., Thielen, C.: Guidelines für das Tagging deutscher Textcorpora mit STTS. Technical report, Institut fur maschinelle Sprachverarbeitung, Stuttgart (1999)

    Google Scholar 

  11. Schiller, A.: German compound analysis with fsc. In: Yli-Jyrä, A., Karttunen, L., Karhumäki, J. (eds.) FSMNLP 2005. LNCS (LNAI), vol. 4002, pp. 239–246. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  12. Junczys-Dowmunt, M.: Influence of accurate compound noun splitting on bilingual vocabulary extraction. In: Storrer, A., Geyken, A., Siebert, A., Würzner, K.M. (eds.) Selected Papers from the 9th Conference on Natural Language Processing KONVENS 2008, Berlin, Mouton de Gruyter, pp. 91–104. Mouton de Gruyter, Berlin (2008)

    Google Scholar 

  13. Lindén, K., Pirinen, T.: Weighted finite-state morphological analysis of Finnish compounding with hfst-lexc. In: Jokinen, K., Bick, E. (eds.) NODALIDA 2009 Conference Proceedings, pp. 89–95 (2009)

    Google Scholar 

  14. Mohri, M., Pereira, F.C.N.: Dynamic compilation of weighted context-free grammars. In: Proceedings of ACL 1998, pp. 891–897 (1998)

    Google Scholar 

  15. Hopcroft, J.E., Ullman, J.D.: Introduction to Automata Theory, Languages and Computation. Addison-Wesley Series in Computer Science. Addison-Wesley Publishing Company, Reading (1979)

    MATH  Google Scholar 

  16. Amtrup, J.W.: Efficient finite state unification morphology. In: COLING 2004: Proceedings of the 20th international conference on Computational Linguistics, Morristown, NJ, USA, vol. 453. Association for Computational Linguistics (2004)

    Google Scholar 

  17. Katz, S.M.: Estimation of probabilities from sparse data for the language model component of a speech recognizer. IEEE Transactions on Acoustics, Speech and Signal Processing 35(3), 400–401 (1987)

    Article  Google Scholar 

  18. Jelinek, F.: Statistical Methods for Speech Recognition. In: Language, Speech and Communication. MIT Press, Cambridge (1997)

    Google Scholar 

  19. Aho, A.V., Corasick, M.J.: Efficient string matching: An aid to bibliographic search. Communications of the Asscociation for Computing Machinery 18(6), 333–340 (1975)

    Article  MathSciNet  MATH  Google Scholar 

  20. Daciuk, J., Watson, B.W., Mihov, S., Watson, R.E.: Incremental construction of minimal acyclic finite-state automata. Computational Linguistics 26(1), 3–16 (2000)

    Article  MathSciNet  MATH  Google Scholar 

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Hanneforth, T. (2009). fsm2 – A Scripting Language for Creating Weighted Finite-State Morphologies. In: Mahlow, C., Piotrowski, M. (eds) State of the Art in Computational Morphology. SFCM 2009. Communications in Computer and Information Science, vol 41. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04131-0_4

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  • DOI: https://doi.org/10.1007/978-3-642-04131-0_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04130-3

  • Online ISBN: 978-3-642-04131-0

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