a simple and general method for semisupervised learning
Tài liệu Báo cáo khoa học: "Word representations: A simple and general method for semi-supervised learning" doc
... semi-supervised learning approach 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 ... 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...
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Báo cáo khoa học: "A Fast and Accurate Method for Approximate String Search" pptx
... Brill and Moore(2000) proposed employing a generative model for candidate generation and a 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 ... Empirical Methods in Natural Language Process-ing and Computational Natural Language Learning, pages 181–189.Andrew R. Golding and Dan Roth. 1999. A winnow-based approach to context-sensitive...
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Báo cáo khoa học: " A simple pattern-matching algorithm for recovering empty nodes and their antecedents∗" pot
... 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 simple and 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...
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The Capacity Development Results Framework - A strategic and results-oriented approach to learning for capacity development potx
... development strategies and programs at various stages and in various ways (box 1.1). For example, it can be used to plan and design programs at various levels (both stand-alone programs and components ... example Learning objective Learning activities Communal leaders have a more favorable attitude about holding and using land titles for collateral Case studies demonstrating the advantages ... standardized indicators that break the factors down into observable and measurable units. Standard indicators for each capacity factor, adaptable to contexts The CDRF draws on various strands of economic...
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Getting Started With ASP.NET ASP.NET is a new and powerful technology for writing dynamic web pages.
... 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...
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Tài liệu Tips, Tools, and General Guidance for Public Speaking pptx
... Tools, and General 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, and General 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...
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Tài liệu Clinical Anatomy A revision and applied anatomy for clinical students docx
... 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...
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Superfruits: (Top 20 Fruits Packed with Nutrients and Phytochemicals, Best Ways to Eat Fruits for Maximum Nutrition, and 75 Simple and Delicious Recipes for Overall Wellness) pdf
... 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 A and 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...
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