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1
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32144432558
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A note on the unification of information extraction and data mining using conditional-probability, relational models
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McCallum, A., Jensen, D.: A note on the unification of information extraction and data mining using conditional-probability, relational models. In: IJCAI Workshop on Learning Statistical Models from Relational Data (2003).
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(2003)
IJCAI Workshop on Learning Statistical Models from Relational Data
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McCallum, A.1
Jensen, D.2
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2
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80053379378
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Solving the problem of cascading errors: Approximate bayesian inference for linguistic annotation pipelines
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Finkel, J.R., Manning, C.D., Ng, A.Y.: Solving the problem of cascading errors: Approximate bayesian inference for linguistic annotation pipelines. In: Conference on Empirical Methods on Natural Language Processing, EMNLP (2006).
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(2006)
Conference on Empirical Methods on Natural Language Processing, EMNLP
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Finkel, J.R.1
Manning, C.D.2
Ng, A.Y.3
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3
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29244441994
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An integrated, conditional model of information extraction and coreference with application to citation matching
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Wellner, B., McCallum, A., Peng, F., Hay, M.: An integrated, conditional model of information extraction and coreference with application to citation matching. In: Uncertainty in Arti.cial Intelligence (UAI), pp. 593-601 (2004).
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(2004)
Uncertainty in Arti.cial Intelligence (UAI)
, pp. 593-601
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Wellner, B.1
McCallum, A.2
Peng, F.3
Hay, M.4
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5
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33750705605
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Sound and eficient inference with probabilistic and deterministic dependencies
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Poon, H., Domingos, P.: Sound and eficient inference with probabilistic and deterministic dependencies. In: AAAI Conference on Arti.cial Intelligence (2006).
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(2006)
AAAI Conference on Arti.cial Intelligence
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Poon, H.1
Domingos, P.2
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7
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0035246564
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Factor graphs and the sum-product algorithm
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Kschischang, F., Frey, B., Loeliger, H.A.: Factor graphs and the sum-product algorithm. IEEE Trans on Information Theory 47(2), 498-519 (2001).
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(2001)
IEEE Trans on Information Theory
, vol.47
, Issue.2
, pp. 498-519
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Kschischang, F.1
Frey, B.2
Loeliger, H.A.3
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10
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55049091050
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PhD thesis University of California Berkeley
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Milch, B., Marthi, B., Russell, S.: BLOG: Relational Modeling with Unknown Objects. PhD thesis, University of California, Berkeley (2006).
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(2006)
BLOG: Relational Modeling with Unknown Objects
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Milch, B.1
Marthi, B.2
Russell, S.3
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11
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79959557444
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FACTORIE: Eficient probabilistic programming via imperative declarations of structure, inference and learning
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McCallum, A., Rohanimanesh, K., Wick, M., Schultz, K., Singh, S.: FACTORIE: Eficient probabilistic programming via imperative declarations of structure, inference and learning. In: NIPS Workshop on Probabilistic Programming (2008).
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(2008)
NIPS Workshop on Probabilistic Programming
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McCallum, A.1
Rohanimanesh, K.2
Wick, M.3
Schultz, K.4
Singh, S.5
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12
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70349955771
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Inference and learning in large factor graphs with a rank based objective
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University of Massachusetts, Amherst
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Rohanimanesh, K., Wick, M., McCallum, A.: Inference and learning in large factor graphs with a rank based objective. Technical Report UM-CS-2009-2108, University of Massachusetts, Amherst (2009).
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(2009)
Technical Report UM-CS-2009-2108
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Rohanimanesh, K.1
Wick, M.2
McCallum, A.3
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15
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84898987614
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Identity uncertainty and citation matching
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Pasula, H., Marthi, B., Milch, B., Russell, S., Shpitser, I.: Identity uncertainty and citation matching. In: Neural Information Processing Systems, NIPS (2003).
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(2003)
Neural Information Processing Systems, NIPS
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Pasula, H.1
Marthi, B.2
Milch, B.3
Russell, S.4
Shpitser, I.5
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16
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84880652043
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A machine learning approach to building domain-specific search engines
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McCallum, A., Nigam, K., Rennie, J., Seymore, K.: A machine learning approach to building domain-specific search engines. In: IJCAI, pp. 661-667 (1999).
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(1999)
IJCAI
, pp. 661-667
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McCallum, A.1
Nigam, K.2
Rennie, J.3
Seymore, K.4
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17
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57749198589
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A general method for reducing the complexity of relational inference and its application to MCMC
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Poon, H., Domingos, P., Sumner, M.: A general method for reducing the complexity of relational inference and its application to MCMC. In: AAAI (2008).
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(2008)
AAAI
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Poon, H.1
Domingos, P.2
Sumner, M.3
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18
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85048535737
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A novel use of statistical parsing to extract information from text
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Miller, S., Fox, H., Ramshaw, L., Weischedel, R.: A novel use of statistical parsing to extract information from text. In: Applied Natural Language Processing Conference, pp. 226-233 (2000).
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(2000)
Applied Natural Language Processing Conference
, pp. 226-233
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Miller, S.1
Fox, H.2
Ramshaw, L.3
Weischedel, R.4
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24
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70349937175
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Global inference for entity and relation identification via a linear programming formulation
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L., Taskar, B. (eds.) Introduction to
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Roth, D., Yih, W.: Global inference for entity and relation identification via a linear programming formulation. In: Getoor, L., Taskar, B. (eds.) Introduction to
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Getoor
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Roth, D.1
Yih, W.2
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