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Module-level testing for natural language understanding

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Machine Translation

Conclusion

We have examined a module-level evaluation methodology for natural language understanding, illustrating insights gained during implementation. It is possible to produce useful quantitative and qualitative results using such a methodology, provided certain pitfalls are avoided.

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References

  • Flank, Sharon, Aaron Temin, Hatte Blejer, Andrew Kehler, and Sherman Greenstein Module-Level Testing: Lessons Learned. Presented at the Workshop on Evaluation of Natural Language Processing Systems, at the Association for Computational Linguistics Annual Meeting, Berkeley, CA, 18 June 1991. (Rome Laboratory Technical Report)

  • Greenstein, Sherman and Hatte Blejer (1990) A Test and Evaluation Plan for Natural Language Understanding. SRA Working Paper.

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  • Sundheim, Beth M. (1989) Plans for a Task-Oriented Evaluation of Natural Language Understanding Systems.Proceedings of the DARPA Speech and Natural Language Workshop: 197–202.

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Flank, S., Temin, A., Blejer, H. et al. Module-level testing for natural language understanding. Mach Translat 8, 39–47 (1993). https://doi.org/10.1007/BF00981241

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  • DOI: https://doi.org/10.1007/BF00981241

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