... the Association for Computational Linguistics, pages 52–61,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational Linguistics A FastandAccurateMethodforApproximateString ... Human Language Tech-nology and Empirical Methods in Natural LanguageProcessing, HLT ’05, pages 955–962, Morristown, NJ,USA. Association for Computational Linguistics.Alfred V. Aho and Margaret ... forfast candidate retrieval. Our approach is a discriminative approach and is aimed at improv-ing Brill and Moore’s method. Okazaki et al. (2008)proposed using a logistic regression model for...
... learningapproach that we use is that it is simpler and moregeneral than that of Ando and Zhang (2005) and Suzuki and Isozaki (2008). Their methods dictate a particular choice of model and training ... the final NER F1 results. We compareto the state-of-the-art methods of Ando and Zhang(2005), Suzuki and Isozaki (2008), and for NER—Lin and Wu (2009). Tables 2 and 3 showthat accuracy can be ... certain wordrepresentations are preferable for certain tasks.Lin and Wu (2009) finds that the representationsthat are good for NER are poor forsearch queryclassification, and vice-versa. We apply...
... have built-in Java support via something known as the Java Virtual Machine (JVM), and there are several standard <object> and non-standard <applet> tags that are used to add Java ... The advantage are that the download time is faster than Java, and also you don't have to worry about integrating different languages into the page, as Curl is capable of providing the same ... CGI receives and transmits data means that the data is not easily manipulated by many programming languages, so you need one with good facilities for manipulating text and communicating with...
... contains air, the trachea is more radio-translucent than the neigh-bouring structures and is seen in posteroanterior and lateral radiographs as a dark area passing downwards, backwards and slightly ... the Fallopian tubes, uterus and vagina, 148The posterior abdominal wall, 149◊◊The suprarenal glands, 151◊◊Abdominal aorta, 151◊◊Inferior vena cava, 153◊◊Lumbar sympathetic chain, 153Part ... veinPretracheal fascia(containing thyroid,trachea, oesophagus and recurrent nerve)Anterior jugularveinC6Investing fasciaPre-vertebral fasciaFig. 16◊The cervical partof the trachea and itsenvirons...
... pseudo-disambiguation task.Additionally, because LDA-SP is based on a for- mal probabilistic model, it has the advantage thatit can naturally be applied in many scenarios. For example, we can obtain ... M. Wallach, Jason Naradowsky,David A. Smith, and Andrew McCallum. 2009.Polylingual topic models. In EMNLP.David Newman, Arthur Asuncion, Padhraic Smyth, and Max Welling. 2009. Distributed algorithms ... usesLinkLDA, substantially outperforms both Inde-pendentLDA and JointLDA.Next, in figure 4, we compare LDA-SP withmutual information and Jaccard similarities us-ing both the generalization and primary...
... ERG contain thou-sands of types. We use binary constraints be-tween every pair of types, fora total of millionsof constraints and these are variables and con-straints over a domain of sets, ... set programmingconstraints always take a particular form: if x is a UL anda successor of y, then the constraints onits set Sxare exactly that |Sx| = λ + 1, Sx⊆ Sy, and Sxhas intersection ... filter language models: Tera-scale LMs onthe cheap. In Proceedings of the 2007 Joint Con-ference on Empirical Methods in Natural LanguageProcessing and Computational Natural LanguageLearning...
... common approach is to build imagepyramids by repeated blurring and downsampling (Lucas and Kanade 1981; Glazer et al. 1983;Burtetal.1983;Enkelman 1986; Anandan 1989; Black and Anandan 1996;Battiti ... equations are linear in du and dv and solved using a sparse linear solver. The estimates of u and v are then updated appropriately and the next iterationapplied.One disadvantage of variational algorithms ... the data and prior terms through the introductionof two sets of flow parameters, say (udata,vdata) for the dataterm and (uprior,vprior) for the prior:EGlobal= EData(udata,vdata)...