Research Themes
Relations and Analogies
Relations and Analogies
- Turney, P.D. (2013), Distributional semantics beyond words: Supervised learning of analogy and paraphrase, Transactions of the Association for Computational Linguistics (TACL), 1, 353-366.
- Mohammad, S.M., Dorr, B.J., Hirst, G., and Turney, P.D. (2013), Computing lexical contrast, Computational Linguistics, 39 (3), 555-590.
- Turney, P.D. (2012), Domain and function: A dual-space model of semantic relations and compositions, Journal of Artificial Intelligence Research (JAIR), 44, 533-585.
- Jurgens, D.A., Mohammad, S.M., Turney, P.D., and Holyoak, K.J. (2012), SemEval-2012 Task 2: Measuring degrees of relational similarity, First Joint Conference on Lexical and Computational Semantics (*SEM), Montreal, Canada, June 2012, pp. 356–364.
- Turney, P.D. (2011), Analogy perception applied to seven tests of word comprehension, Journal of Experimental and Theoretical Artificial Intelligence, 23 (3), 343-362.
- Girju, R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P., and Yuret, D. (2009), Classification of semantic relations between nominals, Language Resources and Evaluation, 43 (2), 105-121.
- Turney, P.D. (2008), The latent relation mapping engine: Algorithm and experiments, Journal of Artificial Intelligence Research (JAIR), 33, 615-655.
- Turney, P.D. (2008), A uniform approach to analogies, synonyms, antonyms, and associations, Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), Manchester, UK, pp. 905-912.
- Girju, R., Nakov, P., Nastase, V., Szpakowicz, S., Turney, P., and Yuret, D. (2007), SemEval-2007 Task 04: Classification of semantic relations between nominals, Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval 2007), Prague, Czech Republic, pp. 13-18.
- Turney, P.D. (2006), Similarity of semantic relations, Computational Linguistics, 32 (3), 379-416.
- Turney, P.D. (2006), Expressing implicit semantic relations without supervision, Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (Coling/ACL-06), Sydney, Australia, pp. 313-320.
- Turney, P.D. (2005), Measuring semantic similarity by latent relational analysis, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), Edinburgh, Scotland, pp. 1136-1141.
- Turney, P.D., and Littman, M.L. (2005), Corpus-based learning of analogies and semantic relations, Machine Learning, 60 (1-3), 251-278.
- Turney, P.D. (2004), Human-Level Performance on Word Analogy Questions by Latent Relational Analysis, National Research Council, Institute for Information Technology, Technical Report ERB-1118.
- Turney, P.D., Littman, M.L., Bigham, J., and Shnayder, V. (2004), Combining independent modules in lexical multiple-choice problems, Recent Advances in Natural Language Processing III: Selected Papers from RANLP 2003, Eds: N. Nicolov, K. Botcheva, G. Angelova, and R. Mitkov, Current Issues in Linguistic Theory (CILT), 260, John Benjamins, pp. 101-110.
- Turney, P.D., Littman, M.L., Bigham, J., and Shnayder, V. (2003), Combining independent modules to solve multiple-choice synonym and analogy problems, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-03), Borovets, Bulgaria, pp. 482-489.
- Turney, P.D., and Littman, M.L. (2003), Learning Analogies and Semantic Relations, National Research Council, Institute for Information Technology, Technical Report ERB-1103.
