summary evaluation using multiple evaluation results

... are necessary for a more accurate summary evaluation. 3 Investigation of an Automatic Method using Multiple Manual Evaluation Results 3.1 Overview of Our Evaluation Method and Essential ... sentences r i and the summary to be evaluated, and m is the number of words contained in a reference summary. 605 al. (2003) proposed an automatic method using multiple evaluation results from a ... 2006. c 2006 Association for Computational Linguistics An Automatic Method for Summary Evaluation Using Multiple Evaluation Results by a Manual Method Hidetsugu Nanba Faculty of Information Sciences,...

Ngày tải lên: 17/03/2014, 04:20

... our evaluation framework predicts that the automatic evaluation metrics that explain most of the variation in the human evaluation must have a low α and a median N. As seen in Table 5, our evaluation ... applications. 2 An Evaluation Plane for NLP In this section we describe an evaluation plane on which we place various NLP applications evaluated using various guideline packages. This evaluation ... our evaluation framework predicts that the automatic evaluation metrics that explain most of the variation in the human evaluation must have a low α and a high N. As seen in Table 2, our evaluation...

Ngày tải lên: 20/02/2014, 16:20

... Feedback Cleaning Using Evaluation Corpus In order to observe the characteristics of feedback cleaning, cleaning of the base rule set was carried out by using the evaluation corpus. The results are shown ... contribution of each rule to the MT results and removes inap- propriate rules as a way to increase the evaluation scores. Since the automatic evaluation correlates with a subjective evaluation, MT quality ... large evaluation corpus to feedback cleaning, even though it does not require specific evaluation corpora. 6 Evaluation In this section, the effects of feedback cleaning are evaluated by using...

Ngày tải lên: 08/03/2014, 04:22

... the evaluation criterion. But as human evaluation is tedious and cost-intensive, automatic evaluation measures are used in most MT research tasks. A high correlation between these automatic evaluation ... automatic evaluation of machine translation. 40th Annual Meeting of the ACL, pages 311–318, Philadelphia, PA, Jul. M. Przybocki. 2004. NIST machine translation 2004 evaluation: Summary of results. ... correlation between automatic evaluation measures and human judgment. 1 Introduction Research in machine translation (MT) depends heavily on the evaluation of its results. Espe- cially for the...

Ngày tải lên: 17/03/2014, 22:20

... to Germany. The analysis is undertaken with a modified version of the GTAP-E using the GTAP version 6 data base. The results shows that Germany, Great Britain and the Czech Republic are the main ... -0.08 -0.11 -0.07 -0.08 5. Conclusion The results of dynamic GTAP-E model under 20 US dollars of carbon taxation scenario indicate some results: First, percentage changes in real energy ... the model in term of total output simply because using coal would emit a lot of carbon dioxide compared with other energy commodities. The results of this study show that in the future (toward...

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Ngày tải lên: 28/03/2014, 11:20

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Ngày tải lên: 21/06/2014, 06:20

Ngày tải lên: 21/01/2014, 02:20

... Domains Accuracy on electronics domain Figure 2: Effect of using multiple source domains. accuracy. Figure 1 illustrates the results using a heat map, where dark colors indicate low accuracy val- ues ... learn a cross-domain classifier using a sin- gle source domain, we leverage data from multiple source domains to learn a robust classifier that gen- eralizes across multiple domains. Our contributions can ... domain giv- ing (400 + 400) × 2 = 1600. This enables us to perform a fair evaluation when combining multiple source domains. The evaluation metric is classifica- tion accuracy on a target domain, computed...

Ngày tải lên: 20/02/2014, 04:20

Ngày tải lên: 31/03/2014, 04:20

Ngày tải lên: 22/05/2014, 08:03

Ngày tải lên: 20/06/2014, 15:20

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Ngày tải lên: 06/07/2014, 23:21

... Chinese Text Abstraction. COLING- 92 Proceedings, pp. 1039-1042. 1368 Using Leading Text for News Summaries: Evaluation Results and Implications for Commercial Summarization Applications Mark ... a static summary such as one based on leading text represents a "one size fits all" approach to summarization. Readers bring their own interests to documents. A dynamic summary generator, ... generator, per- haps using readers' queries to guide it, can help readers focus on those parts of a document that are most relevant to them. Third, a hybrid approach to summary generation...

Ngày tải lên: 17/03/2014, 07:20

Ngày tải lên: 05/09/2013, 16:10

... criterion Key Performance Results 9. Key performance results n% 9a. Financial results The organization has measures and/or indicators of its financial results 11 42,31 9b. External results The organization ... Strategy, People, Partnerships and Resources, Processes, Customer Results, People Results, Society Results and Key Per formance Results. A content analysis of the transcribed in terviews was conducted. ... Customer results and People, there are still relevant areas that require improvement, namely those related to Partnerships and resources, People results, Policy and strategy, Key perfor- mance results...

Ngày tải lên: 14/02/2014, 06:20

... possible to reach a better compromise than that of using purely passive elements. Performance Evaluation of Active Suspension for Passenger Cars Using MATLAB Second National Conference on Recent ... interfacing element. V. RESULTS AND DISCUSSION 1. Analysis of Active Suspension System Using Simulink Simulation based on the mathematical model for quarter car by using MATLAB/SIMULINK software ... suspension depends on the road profile. In other way, active Performance Evaluation of Active Suspension for Passenger Cars Using MATLAB Second National Conference on Recent Developments in Mechanical...

Ngày tải lên: 16/02/2014, 09:13