References: machine learning / computational linguistics cross section
Argamon S., Dagan I., Krymolowski Y (1998). A memory-based approach to
learning shallow natural language patterns. In Proceedings of the
36th Annual Meeting of the ACL and COLING-98,
pp. 67-73. Association for Computational Linguistics.
Buchholz, S. (1998). Distinguishing complements from adjuncts using
memory-based learning. In B. Keller (Ed.), Proceedings of the
ESSLLI-98 Workshop on Automated Acquisition of Syntax and Parsing,
pp.41-48, Saarbruecken, Germany.
Cardie C. (1993). A case-based approach to knowledge acquisition for
domain-specific sentence analysis. In Proceedings of the Eleventh
National Conference on Artificial Intelligence,
pp. 798-802. Washington, DC. AAAI Press / MIT Press.
Cardie C. (1994). Domain-Specific Knowledge Acquisition for
Conceptual Sentence Analysis. Ph.D. Thesis, University of
Massachusetts, Amherst, MA.
Cardie C. and Pierce D. (1998). Error-driven pruning of treebank
grammars for base noun identification. In Proceedings of the
Fourteenth International Conference on Machine Learning,
pp. 57-65. San Francisco, CA: Morgan Kaufmann.
Daelemans W., Gillis S., and Durieux G. (1994). The acquisition of
stress: a data-oriented approach. Computational Linguistics,
20:3, pp. 421-451.
Daelemans W., Zavrel J., Berck P., and Gillis S. (1996). MBT: A
Memory-Based Part of Speech Tagger-Generator. In E. Ejerhed and
I. Dagan (eds.), Proceedings of the Fourth Workshop on Very Large
Corpora, Copenhagen, Denmark, 14-27.
Daelemans W., Veenstra J., and Buchholz S. (1999). Memory-based
shallow parsing. In Proceedings of CoNLL'99, Bergen, Norway.
Golding, A.R. and D. Roth. (1999). A Winnow-based approach to spelling
correction. Machine Learning, 11.
Jones D. (1996). Analogical Natural Language
Processing. London: UCL Press.
Lehnert W. (1987). Case-based problem solving with a large knowledge
base of learned cases. Proceedings of the Sixth National Conference
on Artificial Intelligence (AAAI-87), pp. 301-306. Los Altos, CA:
Mooney R. (1996). Comparative experiments on disambiguating word
senses: An illustration of the role of bias in Machine Learning. In
E. Brill and K. Church (Eds.), Proceedings of the Conference on
Empirical Methods in Natural Language Processing, pp. 82-91.
Nagao M. (1984). A framework of a machanical translation between
Japanese and English by analogy principle. In A. Elithorn and
R. Banerji (Eds.), Artificial and human intelligence,
173-180. Amsterdam: North Holland.
Ng H.T. and Lee H.B. (1996) Integrating multiple knowledge sources to
disambiguate word sense: an exemplar-based approach. In
Proceedings of the annual meeting of the ACL, ACL-96.
Riloff E. and Lehnert W. (1994). Information extraction as a basis for
high-precision text classification. ACM Transactions on Information
Systems, 12:3, pp. 296-333.
Sejnowski T.J. and Rosenberg C.S. (1987). Parallel networks that learn
to pronounce English text. Complex Systems, 1,
Stanfill C. and Waltz D. (1986). Toward memory-based reasoning. Communications of the ACM, 29:12, pp. 1213-1228.
Tjong KIm Sang E. and Veenstra J. (1999). Representing text chunks. In
Proceedings of EACL'99, Bergen, Norway.
Van den Bosch A. and Daelemans W. (1993). Data-oriented methods for
grapheme-to-phoneme conversion. Proceedings of the 6th Conference
of the EACL, Utrecht, The Netherlands, pp. 45-53.
Van den Bosch A., Daelemans W., and Weijters A. (1996). Morphological
analysis as classification: an inductive-learning approach. In
Proceedings of the Second International Conference on New Methods
in Natural Language Processing, NeMLaP-2, Ankara, Turkey} (eds.
K. Oflazer and H. Somers), pp. 79-89.
Van den Bosch, A. (1997). Learning to pronounce written words. A
study in inductive language learning. Ph.D. thesis, Universiteit
Maastricht, The Netherlands.
Van den Bosch, A. and Daelemans, W. (1999). Memory-based morphological
analysis. In Proceedings of ACL'99.
Veenstra, J. (1998) Fast NP chunking using memory-based learning
techniques. In F. Verdenius and W. van den Broek (Eds), Proceedings
of Benelearn 1998, Wageningen, the Netherlands, pp. 71-79, 1998.
Weijters A. (1991). A simple look-up procedure superior to NETtalk?
Proceedings of the International Conference on Artificial Neural
Networks - ICANN-91, Espoo, Finland.
Wolpert D.H. (1990). Constructing a generalizer superior to NETtalk
via a mathematical theory of generalization. Neural
Networks, 3, pp. 445-452.
Zavrel J., Daelemans W., and Veenstra J. (1997). Resolving PP
attachment ambiguities with memory-based learning. In T.M. Ellison
(Ed.), Proceedings of the workshop on Computational Natural
Language Learning (CoNLL'97), Madrid, Spain.