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learning representations for weakly supervised natural language processing tasks

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Tài liệu Báo cáo khoa học: "Combining Functionality and Object Orientedness for Natural Language Processing" ppt

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... Domain A class is defined for each constant of PAL. A class object for a lexical item contains linguistic knowledge in a procedural form. In other words, a class contains information as to how a ... Portable Natural Language Query System. Artificial Intelligence 19(1982) :165-187, 1982. Montague, R. Proper Treatment of Quantification in Ordinary English. In Thompson (editor), Formal ... to share methods for these cases. Any exceptional method can be attached to lower level items. For example, we can define a class "action verb" which has methods for instrumental...
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Tài liệu Báo cáo khoa học: "Generalized Hebbian Algorithm for Incremental Singular Value Decomposition in Natural Language Processing" potx

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... our98 Generalized Hebbian Algorithm for Incremental Singular ValueDecomposition in Natural Language Processing Genevieve GorrellDepartment of Computer and Information ScienceLinkăoping University581 ... techniques are ofgreat relevance within the field of natural lan-guage processing. A persistent problem within language processing is the over-specificity of language, and the sparsity of data. Corpus-based ... complexity. Any approach to au-tomatic natural language processing will en-counter this problem on several levels, creat-ing a need for techniques which compensate for this.Imagine we have a set...
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... suggested toinform an HRL agent’s learning process by anHMM-based reward function, which was induced9 For training, the step-size parameter α (one for eachSMDP) , which indicates the learning rate, ... Heriberto Cuay´ahuitl. 2010. Hi-erarchical Reinforcement Learning for Adaptive TextGeneration. Proceeding of the 6th International Con-ference on Natural Language Generation (INLG).Nina Dethlefs, ... selection. We suggest touse Hierarchical Reinforcement Learning (HRL) toachieve this. Reinforcement Learning (RL) is an at-tractive framework for optimising a sequence of de-cisions given...
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Báo cáo khoa học: "An Extensible Architecture for Integrating Natural Language Processing Techniques with Wikis" docx

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... Oregon, USA, 21 June 2011.c2011 Association for Computational LinguisticsWikulu: An Extensible Architecture for Integrating Natural Language Processing Techniques with WikisDaniel Băar, ... Wikipedia and cannot be usedwith any other wiki platform.6 SummaryWe presented Wikulu, an extensible system whichintegrates natural language processing techniqueswith wikis. Wikulu addresses ... users with their everyday tasks by means of an intelligent interface.Wikulu is implemented as an extensible archi-tecture which transparently integrates natural language processing (NLP) techniques...
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Báo cáo khoa học: "A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing" potx

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... survey of smoothing techniques for ME models. IEEE Trans. On Speech and Audio Processing, 8(2): 37-50. Collins, M. 2000. Discriminative re-ranking for natural language parsing. In ICML, 175-182. ... Republic, June 2007.c2007 Association for Computational LinguisticsA Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing Jianfeng Gao*, Galen Andrew*, ... the other three better performing estimation methods for this model. The CMM is a probabilistic sequence model and the log-loss used by ME estimation is most natural for it; thus we limit the...
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Báo cáo khoa học: "An Interface for Rapid Natural Language Processing Development in UIMA" potx

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... algorithm for identifying words before or after a term that suggest, for ex-ample, that a particular symptom is not present in a patient: “the patient has no fever.” Other methods for understanding ... thousands of patterns for names of medicines and have to ac-count for misspelling, abbreviations, and acro-nyms. Regular expressions are commonly used to solve simple NLP tasks, though, and can ... as pattern frequency counts. We see the ability for the Annotation Librarian to help identify patterns through active learning or 143 unsupervised techniques. In this way, relationships...
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Xử lý ngôn ngữ tự nhiên  (natural language processing  -  NLP)

Xử lý ngôn ngữ tự nhiên (natural language processing - NLP)

Công nghệ thông tin

... continuous Tense) 6.1 Hình thức(Formation) a. Thể khẳng định(Affirmative form) S + was/were + V_ing… Was: dùng cho ngôi I và ngôi thứ 3 số ít. b. Thể phủ định(Negative form) S + was not/ were not ... Thể khẳng định(Affirmative form) S + have/has + been + V_ing… b. Thể phủ định(Negative form) S + haven‟t/ hasn‟t + Been + V_ing… c. Thể nghi vấn(Interrogative form) Have/has + S + Been + ... & temp1 & ".txt" For Append As #1 Print #1, temp Close #1 List1.Clear Open App.Path & "\" & temp1 & ".txt" For Input As #1 While Not EOF(1)...
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Tài liệu Báo cáo khoa học: "INFORMATION RETRIEVAL USING ROBUST NATURAL LANGUAGE PROCESSING" docx

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... compounds. For example, the phrase natural language processing should generate language +natural and processing +language, while dynamic information processing is expected to yield processing+ dynamic ... "Retrieval Performance in Ferret: A Conceptual Information Retrieval System." Proceedings of ACM SIGIR-91, pp. 347-355. Sager, Naomi. 1981. Natural Language Information Processing. Addison-Wesley. ... "Information Retrieval and Natural Language Processing. " Position paper at the workshop on Future Directions in Natural Language Pro- cessing in Information Retrieval, Chicago. Harman,...
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