Annotated Bibliography on Statistical Semantics

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  • Delavenay, E. (1960). An Introduction to Machine Translation, New York, NY: Thames and Hudson.
This book includes one of the earliest definitions of the term statistical semantics.
  • Firth, J.R. (1957). A synopsis of linguistic theory 1930-1955. In Studies in Linguistic Analysis, pp. 1-32. Oxford: Philological Society. Reprinted in F.R. Palmer (ed.), Selected Papers of J.R. Firth 1952-1959, London: Longman (1968).
  • Frank, E., Paynter, G.W., Witten, I.H., Gutwin, C., and Nevill-Manning, C.G. (1999). Domain-specific keyphrase extraction. In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence (IJCAI-99), pp. 668-673. California: Morgan Kaufmann.
  • Furnas, G.W., Landauer, T.K., Gomez, L.M., and Dumais, S.T. (1983). Statistical semantics: Analysis of the potential performance of keyword information systems. Bell System Technical Journal, 62(6):1753-1806.
  • Hearst, M.A. (1992). Automatic acquisition of hyponyms from large text corpora. In Proceedings of the Fourteenth International Conference on Computational Linguistics, pages 539–545, Nantes, France.
  • Landauer, T.K., and Dumais, S.T. (1997). A solution to Plato's problem: The latent semantic analysis theory of the acquisition, induction, and representation of knowledge. Psychological Review, 104(2):211–240.
  • Lund, K., Burgess, C., and Atchley, R.A. (1995). Semantic and associative priming in high-dimensional semantic space. In Proceedings of the 17th Annual Conference of the Cognitive Science Society, pages 660-665.
  • Pantel, P., and Lin, D. (2002). Discovering word senses from text. In Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pages 613–619.
  • Terra, E., and Clarke, C.L.A. (2003). Frequency estimates for statistical word similarity measures. In Proceedings of the Human Language Technology and North American Chapter of Association of Computational Linguistics Conference 2003 (HLT/NAACL 2003), pages 244–251.
  • Turney, P.D. (2000). Learning algorithms for keyphrase extraction. Information Retrieval, 2(4), 303-336. OAI
  • Turney, P.D. (2001). Answering subcognitive Turing Test questions: A reply to French. Journal of Experimental and Theoretical Artificial Intelligence, 13(4), 409-419. OAI
  • Turney, P.D. (2003). Coherent keyphrase extraction via Web mining, In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03), Acapulco, Mexico, 434-439. OAI
  • Turney, P.D. (2004). Word sense disambiguation by Web mining for word co-occurrence probabilities. In Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL-3), Barcelona, Spain, pp. 239-242. OAI
  • Turney, P.D. (2006), Similarity of semantic relations. Computational Linguistics, 32(3), 379-416. OAI
  • Turney, P.D., and Littman, M.L. (2003). Measuring praise and criticism: Inference of semantic orientation from association, ACM Transactions on Information Systems (TOIS), 21(4), 315-346. OAI
  • Turney, P.D., and Littman, M.L. (2005). Corpus-based learning of analogies and semantic relations. Machine Learning, 60(1–3):251–278. OAI
  • Turney, P.D., Littman, M.L., Bigham, J., and Shnayder, V. (2003). Combining independent modules to solve multiple-choice synonym and analogy problems. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-03), Borovets, Bulgaria, pp. 482-489. OAI
  • Weaver, W. (1955). Translation. In W.N. Locke and D.A. Booth (eds.), Machine Translation of Languages, Cambridge, MA: MIT Press. ISBN 0-8371-8434-7