... learningapproach that we use is that it is simpler and more general 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 ... improve generalization accuracy.Semi-supervised models such as Ando and Zhang(2005), Suzuki and Isozaki (2008), and Suzukiet al. (2009) achieve state-of-the-art accuracy.However, these approaches...
... Brill and Moore(2000) proposed employing a generative model for candidate generation anda hierarchy of trie struc-tures for fast candidate retrieval. Our approach is a discriminative approach and ... 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 ... develop a data structure and algorithm that can facilitate efficient retrieval of thetop k candidates.In this paper, we propose a probabilistic approachto the task. Our approach is novel and unique...
... (lanes 3 and 4 versus 5 and 6, or lanes 7 and 8 versus 9 and 10). For amplicon 2, AMV-RT and M-MLV RT worked equally well (lanes 3 and 4 ver-sus 7 and 8, or lanes 5 and 6 versus 9 and 10). Lanes ... times a week.The database will be made available free of charge to inter-ested parties.Table 7: Amplification efficiency for patients' ampliconsGenotype 1a Amplicon A1 A2 A3 A4 x A4 yAmplification ... Transcriptase (M-MLV RT; Promega) and Enhanced Avian Reverse Transcriptase (AMV-RT; Sigma),an enhanced avian myeloblastosis virus reverse tran-scriptase. Reactions were assembled per manufacturer'sinstructions...
... recallmeasures for evaluating parse accuracy do not mea-sure the accuracy of empty node and antecedent re-covery, but there is a fairly straightforward extensionof them that can evaluate ... knowledge thanthe pattern-matching algorithm described here. Thisalgorithm is both simpleand general, and can serveas a benchmark against which more complex ap-proaches can be evaluated.NPNPDTtheNNmanSBARSNPNNPSamVPVBZ ... terminal (i.e., the word) and its preterminal label.Auxiliary verbs such as is and being are relabelled aseither a AUX or AUXG respectively. The relabellingof auxiliary verbs was performed primarily...
... 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...
... Tools, andGeneral Guidance for Public Speaking, Page 4 What does it mean to speak from the heart? ã You speak because of a call , grounded in faith and mercy and grace; ã You speak because ... Tools, andGeneral Guidance for Public Speaking, Page 19 HANDLING QUESTIONS AND ANSWERS 1. Anticipate questions and plan answers. 2. Repeat or rephrase each question before answering ... message, and not yourself and your anxiety. E. Take a deep breath, pause, and establish eye contact before starting. 4. Act confident, even if you don’t feel that way. A. Never start by apologizing...
... 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...
... disease. Accordingly, the omega fats, which are polyunsaturated fatty acids (PUFAs) called docosahexaenoic acid (DHA) and eicosapen-taenoic acid (EPA), are now accepted generally as a new and ... vita-mins associated with fat, such as vitamins Aand E, are particularly dependent on vitamin C for protection against oxygen free radicals that may damage DNA and cell structure. Vitamin ... deter:Cardiovascular diseases ▶In ammation and pain ▶Several types of cancer ▶Microbial, fungal, parasitic, and viral infections ▶Metabolic syndrome, obesity, and diabetes ▶Gastrointestinal and...