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Supplementing Entity Coherence with Local Rhetorical Relations for Information Ordering

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Abstract

This paper investigates whether the model of local rhetorical coherence suggested in Knott et al. (2001) can boost the performance of the Centering-based metrics of entity coherence employed by Karamanis et al. (2004) for the task of information ordering. Rhetorical coherence is integrated into the way Centering’s basic data structures are derived from the annotated features of the GNOME corpus. The results indicate that (a) the simplest metric continues to perform better than its competitors even when local rhetorical coherence is taken into account, and (b) this extra coherence constraint decreases its performance.

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References

  • Althaus, E., Karamanis, N., & Koller, A. (2004). Computing locally coherent discourses. In Proceedings of ACL 2004 (pp. 399–406). Barcelona, Spain.

  • Asher N., Lascarides A. (2003) Logics of conversation. Cambridge University Press, Cambridge

    Google Scholar 

  • Barzilay, R., & Lapata, M. (2005). Modeling local coherence: An entity-based approach. In Proceedings of ACL 2005 (pp. 141–148).

  • Barzilay, R., & Lee, L. (2004). Catching the drift: Probabilistic content models with applications to generation and summarization. In Proceedings of HLT-NAACL 2004 (pp. 113–120).

  • Beaver D. (2004) The optimization of discourse anaphora. Linguistics and Philosophy 27(1): 3–56

    Article  Google Scholar 

  • Brennan, S. E., Friedman [Walker], M. A., & Pollard, C. J. (1987). A centering approach to pronouns. In Proceedings of ACL 1987 (pp. 155–162). Stanford, California.

  • Chafe W. (1976) Giveness, contrastiveness, definiteness, subjects, topics and point of view. In: Li C. (eds). Subject and Topic. Academic Press, New York, pp. 25–76

    Google Scholar 

  • Clark, H. H. (1977). Bridging. In P. N. Johnson-Laird & P. C. Wason (Eds.), Thinking: Readings in cognitive science (pp. 9–27). Cambridge University Press.

  • Di Eugenio, B. (1998b). Centering in Italian. In M. A. Walker, A. K. Joshi & E. F. Prince (Eds.), Centering theory in discourse (pp. 115–137). Oxford: Clarendon Press.

  • Dimitromanolaki, A., & Androutsopoulos, I. (2003). Learning to order facts for discourse planning in natural language generation. In Proceedings of the 9th European Workshop on Natural Language Generation (pp. 23–30). Budapest, Hungary.

  • Givon, T. (Ed.). (1983). Topic continuity in discourse: A quantitative cross-language study. John Benjamins.

  • Grosz B.J., Sidner C.L. (1986) Attention, intention and the structure of discourse. Computational Linguistics 12(3): 175–204

    Google Scholar 

  • Grosz, B. J., Joshi, A. K., & Weinstein, S. (1983). Providing a unified account of definite noun phrases in discourse. In Proceedings of ACL 1983 (pp. 44–50). Cambridge, MA.

  • Grosz B.J., Joshi A.K., Weinstein S. (1995) Centering: A framework for modeling the local coherence of discourse. Computational Linguistics 21(2): 203–225

    Google Scholar 

  • Hobbs, J. (1985). On the coherence and structure of discourse. Research report 85–37, CSLI.

  • Horn L.R. (1986) Presupposition, theme and variations. Chicago Linguistic Society 22, 168–192

    Google Scholar 

  • Hovy, E. (1988). Planning coherent multisentential text. In Proceedings of ACL 1988 (pp. 163–169).

  • Isard A., Oberlander J., Androutsopoulos I., Matheson C. (2003) Speaking the users’ languages. IEEE Intelligent Systems Magazine 18(1): 40–45

    Article  Google Scholar 

  • Kameyama M. (1998b) Intrasentential centering: A case study. In: Walker M.A., Joshi A.K., Prince E.F. (eds). Centering theory in discourse. Clarendon Press, Oxford, pp. 89–122

    Google Scholar 

  • Kamp H., Reyle U. (1993) From discourse to logic: Introduction to Modeltheoretic semantics of natural language, formal logic and discourse representation theory. Kluwer, Dordrecht

    Google Scholar 

  • Karamanis, N., & Manurung, H. M. (2002). Stochastic text structuring using the principle of continuity. In Proceedings of INLG 2002 (pp. 81–88). Harriman, NY, USA, July 2002.

  • Karamanis, N., & Mellish, C. (2005). A review of recent corpus-based methods for evaluating information ordering in text production. In Proceedings of Corpus Linguistics 2005 Workshop on Using Corpora for NLG (pp. 13–18).

  • Karamanis, N., Poesio, M., Mellish, C., & Oberlander, J. (2004). Evaluating centering-based metrics of coherence using a reliably annotated corpus. In Proceedings of ACL 2004 (pp. 391–398). Barcelona, Spain.

  • Karamanis, N. (2003). Entity Coherence for Descriptive Text Structuring. PhD thesis, Division of Informatics, University of Edinburgh.

  • Karamanis, N. (2006) Evaluating centering for information ordering in two new domains. In Proceedings of NAACL 2006.

  • Kibble, R., & Power, R. (2000). An integrated framework for text planning and pronominalisation. In Proceedings of INLG 2000 (pp. 77–84). Israel.

  • Kibble R., Power R. (2004) Optimizing referential coherence in text generation. Computational Linguistics 30(4): 401–416

    Article  Google Scholar 

  • Kibble R. (2001) A reformulation of rule 2 of centering theory. Computational Linguistics 27(4): 579–587

    Article  Google Scholar 

  • Kintsch W., van Dijk T. (1978) Towards a model of discourse comprehension and production. Psychological Review 85: 363–394

    Article  Google Scholar 

  • Kittredge R., Korelsky T., Rambow O. (1991) On the need for domain communication knowledge. Computational Intelligence 7: 305–314

    Article  Google Scholar 

  • Knott A., Dale R. (1994) Using linguistic phenomena to motivate a set of coherence relations. Discourse Processes 18(1): 35–62

    Article  Google Scholar 

  • Knott, A., Oberlander, J., O’Donnell, M., & Mellish, C. (2001). Beyond elaboration: The interaction of relations and focus in coherent text. In T. Sanders, J. Schilperoord, & W. Spooren (Eds.), Text representation: Linguistic and psycholinguistic aspects (chap. 7, pp. 181–196). Amsterdam: John Benjamins.

  • Lapata, M. (2003). Probabilistic text structuring: Experiments with sentence ordering. In Proceedings of ACL 2003 (pp. 545–552). Saporo, Japan, July 2003.

  • Lapata M. (2006) Automatic evaluation of information ordering: Kendall’s Tau. Computational Linguistics 32(4): 1–14

    Article  Google Scholar 

  • Mani, I. (2001). Automatic summarization. John Benjamins Publishing Co.

  • Mann, W. C., & Thompson, S. A. (1987). Rhetorical structure theory: A theory of text organisation. Technical Report RR-87-190, University of Southern California/Information Sciences Institute.

  • Marcu, D. (1997). The Rhetorical Parsing, Summarisation and Generation of Natural Language Texts. PhD thesis, Department of Computer Science, University of Toronto.

  • McKeown, K. (1985). Text generation: using discourse strategies and focus constraints to generate natural language Text. Studies in Natural Language Processing. Cambridge University Press.

  • Miltsakaki E., Kukich K. (2004) Evaluation of text coherence for electronic essay scoring systems. Journal of Natural Language Engineering 10(1): 25–55

    Article  Google Scholar 

  • Miltsakaki, E. (2003). The Syntax-Discourse Inteface: Effects of the Main-Subordinate Distinction on Attention Structure. PhD thesis, Department of Linguistics, University of Pennsylvania.

  • Passoneau R.J. (1998b) Interaction of discourse structure with explicitness of discourse anaphoric phrases. In: Walker M.A., Joshi A.K., Prince E.F. (eds). Centering theory in discourse. Clarendon Press, Oxford, pp. 327–358

    Google Scholar 

  • Poesio M., Stevenson R., Di Eugenio B., Hitzeman J. (2004) Centering: A parametric theory and its instantiations. Computational Linguistics 30(3): 309–363

    Article  Google Scholar 

  • Power R., Scott D., Bouayad-Agha N. (2003) Document structure. Computational Linguistics 29(2): 221–260

    Article  Google Scholar 

  • Reinhart T. (1981) Pragmatics and linguistics: An analysis of sentence topics. Philosophica 27: 53–94

    Google Scholar 

  • Reiter, E., & Dale, R. (2000). Building natural language generation systems. Cambridge University Press.

  • Reiter, E., & Sripada, S. (2002). Should corpora texts be gold standards for NLG? In Proceedings of INLG 2002 (pp. 97–104). Harriman, NY, USA, July 2002.

  • Scott, D., & de Souza, C. S. (1990). Getting the message across in RST-based text generation. In R. Dale, C. Mellish, & M. Zock (Eds.), Current research in natural language generation (pp. 47–74). Academic Press.

  • Sidner, C. L. (1979). Towards a Computational Theory of Definite Anaphora Comprehension in English. PhD thesis, AI Laboratory/MIT, Cambridge, MA, June 1979. Also available as Technical Report No. AI-TR-537.

  • Strube M., Hahn U. (1999) Functional centering: Grounding referential coherence in information structure. Computational Linguistics 25(3): 309–344

    Google Scholar 

  • Taboada M. (2006) Discourse markers as signals (or not) of rhetorical relations. Journal of Pragmatics 38(4): 567–592

    Article  Google Scholar 

  • Walker, M. A., Joshi, A. K., & Prince, E. F. (1998a). Centering in naturally occurring discourse: An overview. In Walker et al. (pp. 1–30).

  • Walker M.A., Joshi A.K., Prince E.F., eds. (1998b) Centering theory in discourse. Clarendon Press, Oxford

    Google Scholar 

  • Webber, B. L. (1978). A Formal Approach to Discourse Anaphora. PhD thesis, Harvard University.

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Correspondence to Nikiforos Karamanis.

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Karamanis, N. Supplementing Entity Coherence with Local Rhetorical Relations for Information Ordering. J of Log Lang and Inf 16, 445–464 (2007). https://doi.org/10.1007/s10849-007-9048-z

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