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1
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71149108475
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Incorporating domain knowledge into topic modeling via Dirichlet forest priors
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14-18 June, Montreal
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Andrzejewski, D., Zhu, X. and Craven, M. (2009) 'Incorporating domain knowledge into topic modeling via Dirichlet forest priors', Proceedings of the 26th Annual International Conference on Machine Learning, 14-18 June, Montreal, pp.25-32.
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Proceedings of the 26th Annual International Conference on Machine Learning
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Andrzejewski, D.1
Zhu, X.2
Craven, M.3
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2
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Dynamic topic models
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25-29 June, Pittsburgh, PA
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Blei, D.M. and Lafferty, J.D. (2006) 'Dynamic topic models', Proceedings of the 23rd international Conference on Machine Learning, 25-29 June, Pittsburgh, PA, pp.113-120.
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Proceedings of the 23rd International Conference on Machine Learning
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Blei, D.M.1
Lafferty, J.D.2
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3
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Latent dirichlet allocation
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Blei, D.M., Ng, A.Y. and Jordan, M.I. (2003) 'Latent dirichlet allocation', Journal of Machine Learning Research, Vol. 3, pp.993-1022.
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Journal of Machine Learning Research
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Blei, D.M.1
Ng, A.Y.2
Jordan, M.I.3
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Bayesian word sense induction
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30 March-3 April, Athens
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Brody, S. and Lapata, M. (2009) 'Bayesian word sense induction', Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, 30 March-3 April, Athens, pp.103-111.
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Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
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Brody, S.1
Lapata, M.2
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5
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78049427383
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Literature mining for the discovery of hidden connections between drugs, genes and diseases
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Frijters, R., van Vugt, M., Smeets, R., van Schaik, R., de Vlieg, J. and Alkema, W. (2010) 'Literature mining for the discovery of hidden connections between drugs, genes and diseases', PLOS Computational Biology, Vol. 6, p.e1000943.
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PLOS Computational Biology
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Alkema, W.6
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Integrating topics and syntax
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Griffiths, T.L., Steyvers, M., Blei, D.M. and Tenenbaum, J.B. (2004) 'Integrating topics and syntax', Advances in Neural Information Processing Systems, Vol. 17, pp.537-544.
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Advances in Neural Information Processing Systems
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Griffiths, T.L.1
Steyvers, M.2
Blei, D.M.3
Tenenbaum, J.B.4
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Literature mining for the biologist: From information retrieval to biological discovery
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Jensen, L.J., Saric, J. and Bork, P. (2006) 'Literature mining for the biologist: from information retrieval to biological discovery', Nature Reviews Genetics, Vol. 7, No. 2, pp.119-129.
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Nature Reviews Genetics
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Jensen, L.J.1
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Inferring functional modules of protein families with probabilistic topic models
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Konietzny, S.G.A., Dietz, L. and McHardy, A.C. (2011) 'Inferring functional modules of protein families with probabilistic topic models', BMC bioinformatics, Vol. 12, No. 1, p.141.
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BMC Bioinformatics
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Konietzny, S.G.A.1
Dietz, L.2
McHardy, A.C.3
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Automatic labelling of topic models
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19-24 June, Portland, OR
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Lau, J.H., Grieser, K., Newman, D. and Baldwin, T. (2011) 'Automatic labelling of topic models', Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 19-24 June, Portland, OR, pp.1536-1545.
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Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
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Lau, J.H.1
Grieser, K.2
Newman, D.3
Baldwin, T.4
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A framework for semisupervised feature generation and its applications in biomedical literature mining
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Li, Y., Hu, X., Lin, H. and Yang, Z. (2011) 'A framework for semisupervised feature generation and its applications in biomedical literature mining', IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, No. 2, pp.294-307.
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IEEE/ACM Transactions on Computational Biology and Bioinformatics
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Li, Y.1
Hu, X.2
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PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing
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Liu, Z., Zhang, Y., Chang, E.Y. and Sun, M. (2011) 'PLDA+: parallel latent dirichlet allocation with data placement and pipeline processing', ACM Transactions on Intelligent Systems and Technology, Vol. 2, No. 3, p.26.
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ACM Transactions on Intelligent Systems and Technology
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Liu, Z.1
Zhang, Y.2
Chang, E.Y.3
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Automatic labeling of multinomial topic models
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12-15 August, San Jose, CA
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Mei, Q., Shen, X. and Zhai, C.X. (2007) 'Automatic labeling of multinomial topic models', Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 12-15 August, San Jose, CA, pp.490-499.
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Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
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Mei, Q.1
Shen, X.2
Zhai, C.X.3
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16
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Learning to classify short and sparse text & web with hidden topics from large-scale data collections
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21-25 April, Beijing
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Phan, X-H., Nguyen, L-M. and Horiguchi, S. (2008) 'Learning to classify short and sparse text & web with hidden topics from large-scale data collections', Proceedings of the 17th International Conference on World Wide Web, 21-25 April, Beijing, pp.91-100.
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Proceedings of the 17th International Conference on World Wide Web
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Phan, X.-H.1
Nguyen, L.-M.2
Horiguchi, S.3
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17
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Shallow parsing with conditional random fields
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27 May-1 June, Edmonton
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Sha, F. and Pereira, F. (2003) 'Shallow parsing with conditional random fields', Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, Vol. 1, 27 May-1 June, Edmonton, pp.134-141.
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Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology
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Sha, F.1
Pereira, F.2
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Probabilistic author-topic models for information discovery', Proceedings of the 10th
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22-25 August, Seattle, WA
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Steyvers, M., Smyth, P., Rosen-Zvi, M. and Griffiths, T. (2004) 'Probabilistic author-topic models for information discovery', Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 22-25 August, Seattle, WA, pp.306-315.
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ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
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Steyvers, M.1
Smyth, P.2
Rosen-Zvi, M.3
Griffiths, T.4
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19
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ArnetMiner: Extraction and mining of academic social networks
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24-27 August, Las Vegas, NV
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Tang, J., Zhang, J., Yao, L., Li, J., Zhang, L. and Su, Z. (2008) 'ArnetMiner: extraction and mining of academic social networks', Proceedings of the 14th ACM SIGKDD on Knowledge Discovery and Data Mining, 24-27 August, Las Vegas, NV, pp.990-998.
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Proceedings of the 14th ACM SIGKDD on Knowledge Discovery and Data Mining
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Tang, J.1
Zhang, J.2
Yao, L.3
Li, J.4
Zhang, L.5
Su, Z.6
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20
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84866023431
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PatentMiner: Topic-driven patent analysis and mining
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12-16 August, Beijing
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Tang, J., Wang, B., Yang, Y., Hu, P., Zhao, Y., Yan, Gao, B., Huang, M., Xu, P., Li, W. and Usadi, A.K. (2012) 'PatentMiner: topic-driven patent analysis and mining', Proceedings of the 18th ACM SIGKDD on Knowledge Discovery and Data Mining, 12-16 August, Beijing, pp.1366-1374.
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Proceedings of the 18th ACM SIGKDD on Knowledge Discovery and Data Mining
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Tang, J.1
Wang, B.2
Yang, Y.3
Hu, P.4
Zhao, Y.5
Yan Gao, B.6
Huang, M.7
Xu, P.8
Li, W.9
Usadi, A.K.10
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21
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Modeling online reviews with multi-grain topic models
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21-25 April, Beijing
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Titov, I. and McDonald, R. (2008) 'Modeling online reviews with multi-grain topic models', Proceedings of the 17th International Conference on World Wide Web, 21-25 April, Beijing, pp.111-120.
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Proceedings of the 17th International Conference on World Wide Web
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Titov, I.1
McDonald, R.2
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22
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Evaluation methods for topic models
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14-18 June, Montreal, Quebec
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Wallach, H.M., Murray, I., Salakhutdinov, R. and Mimno, D. (2009) 'Evaluation methods for topic models', Proceedings of the 26th Annual International Conference on Machine Learning, 14-18 June, Montreal, Quebec, pp.1105-1112.
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Proceedings of the 26th Annual International Conference on Machine Learning
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Wallach, H.M.1
Murray, I.2
Salakhutdinov, R.3
Mimno, D.4
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A topic-based coherence model for statistical machine translation
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14-18 July, Bellevue, WA
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Xiong, D. and Zhang, M. (2013) 'A topic-based coherence model for statistical machine translation', Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI-13), 14-18 July, Bellevue, WA, pp.977-983.
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Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI-13)
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Xiong, D.1
Zhang, M.2
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Text mining driven drug-drug interaction detection
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18-21 December, Shanghai
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Yan, S., Jiang, X. and Chen, Y. (2013) 'Text mining driven drug-drug interaction detection', Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 18-21 December, Shanghai, pp.349-354.
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Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine
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Yan, S.1
Jiang, X.2
Chen, Y.3
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A study of smoothing methods for language models applied to ad hoc information retrieval
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9-12 September, New Orleans, LA
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Zhai, C.X. and Lafferty, J. (2001) 'A study of smoothing methods for language models applied to ad hoc information retrieval', Proceedings of the 24th International ACM SIGIR Conference on Research and Development in Information Retrieval, 9-12 September, New Orleans, LA, pp.334-342.
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Proceedings of the 24th International ACM SIGIR Conference on Research and Development in Information Retrieval
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Zhai, C.X.1
Lafferty, J.2
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84922829320
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Mining meaningful topics from massive biomedical literature
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2-5 November, Belfast, UK
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Zhu, P., Shen, J., Sun, D. and Xu, K. (2014) 'Mining meaningful topics from massive biomedical literature', Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2-5 November, Belfast, UK, pp.438-443.
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Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine
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Zhu, P.1
Shen, J.2
Sun, D.3
Xu, K.4
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