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Building Optimal Question Answering System Automatically using Configuration Space Exploration (CSE) for QA4MRE 2013 Tasks

Alkesh Patel, Zi Yang, Eric Nyberg, Teruko Mitamura
2013 Conference and Labs of the Evaluation Forum  
Although we have designed the framework for all QA4MRE-2013 tasks (i.e.  ...  We introduce the Configuration Space Exploration (CSE) framework, an extension to the Unstructured Information Management Architecture (UIMA) which provides a general distributed solution for building  ...  We also thank the students in the Question Answering Lab course who experimented with and provided a comparative analysis of the different tools we used in this work.  ... 
dblp:conf/clef/PatelYNM13 fatcat:3wz3lml5bbdb5pmi6pgdmcnhvi

CSE Framework: A UIMA-based Distributed System for Configuration Space Exploration

Elmer Garduño, Zi Yang, Avner Maiberg, Collin McCormack, Yan Fang, Eric Nyberg
2013 German Society for Computational Linguistics  
In this paper, we introduce the CSE framework , a distributed system for a parallel experimentation test bed based on UIMA and uimaFIT, which is general and flexible to configure and powerful enough to  ...  pipelines, and then spend hours to days seeking the right components and configurations that optimize the system performance.  ...  of the system and valued suggestions to the paper.  ... 
dblp:conf/gldv/GardunoYMMFN13 fatcat:gggwjdtdejak7gkv6jkkj7bbi4

Building optimal information systems automatically

Zi Yang, Elmer Garduno, Yan Fang, Avner Maiberg, Collin McCormack, Eric Nyberg
2013 Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13  
We introduce the CSE framework, an extension to the UIMA framework which provides a general distributed solution for building and exploring configuration spaces for information systems.  ...  approaches to determine the optimal configuration within a given configuration space (configuration space exploration or CSE).  ...  Finally, we used the CSE framework to automatically configure a different type of biomedical question answering system for the QA4MRE (Question Answering for Machine Reading Evaluation) task 13 at CLEF  ... 
doi:10.1145/2505515.2505692 dblp:conf/cikm/YangGFMMN13 fatcat:unbvctzk3vcltlrkl6useomkkm