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OKBQA Framework Overview

One of the initial goals of the OKBQA collaboration was to devise a preliminary instantiation of a generic architecture for question answering on Linked Data. In the following, we begin by presenting key requirements to the architecture. We then present the architecture itself and describe the functionality of each of its module. We include preliminary implementations and identify components that must still be implemented. Finally, we describe our approach to evaluate our system. Rendering module (RM): A...

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OKBQA Framework Overview | doc.okbqa.org Reviews
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One of the initial goals of the OKBQA collaboration was to devise a preliminary instantiation of a generic architecture for question answering on Linked Data. In the following, we begin by presenting key requirements to the architecture. We then present the architecture itself and describe the functionality of each of its module. We include preliminary implementations and identify components that must still be implemented. Finally, we describe our approach to evaluate our system. Rendering module (RM): A...
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1 okbqa documentation
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3 contents
4 okbqa framework overview
5 template generation module
6 disambiguation module
7 query generation module
8 answer generation module
9 control module
10 evaluation module
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OKBQA Framework Overview | doc.okbqa.org Reviews

https://doc.okbqa.org

One of the initial goals of the OKBQA collaboration was to devise a preliminary instantiation of a generic architecture for question answering on Linked Data. In the following, we begin by presenting key requirements to the architecture. We then present the architecture itself and describe the functionality of each of its module. We include preliminary implementations and identify components that must still be implemented. Finally, we describe our approach to evaluate our system. Rendering module (RM): A...

INTERNAL PAGES

doc.okbqa.org doc.okbqa.org
1

Answer Generation Module

http://doc.okbqa.org/answer-generation-module/v1

An answer generation module takes knowledge base addresses as an input from query control module. This module checks every queries on every input knowledge bases, and then gets and returns the final answers of the question. Queries": [ {"query": "query 1"}, {"query": "query 2"}, . {"query": "query a"} ], "conf": { "kb": ["kb address 1", "kb address 2", ., "kb address b"], } }.

2

Template Generation Module

http://doc.okbqa.org/template-generation-module/v1

An input to a TGM consists of a question (string) and a language tag (string):. String": " ", "language": " " }. Query": "SELECT ASK v1 WHERE {v1 .}", "slots": [ { "s": "v1", "p": ".", "o": "." } ], "score": 0.0 } ].

3

Query Generation Module

http://doc.okbqa.org/query-generation-module/v1

A query generation module is responsible for generating SPARQL queries based on the outputs of preceding two modules, a template generation and a disambiguation modules. Example query: How many students does the Free University in Amsterdam have? One pseudo query (from the output of template generation) one set of disambiguation (from the output of disambiguation). List of SPARQL queries. Query":"SELECT .", "score":0.5}, . ].

4

Evaluation Module

http://doc.okbqa.org/evaluation-module/v1

Established a set of descriptors to characterize questions [document][spreadsheet]. Created questions, queries, and answers over our KB. At the moment, evaluation module uses NLP-1 dataset for the evaluation of the full module. Input is a language tag with configuration containing the address of the module and the number of maximum answers. Output includes accuracy of the full system applying it to the full NLP-1 dataset. { "accuracy":0 }.

5

Disambiguation Module

http://doc.okbqa.org/disambiguation-module/v1

A disambiguation module takes in a set of pseudo queries with slot descriptions which are supposed to be generated by a template generation module. Then, the goal of a disambiguation is to map slots to resources (individuals, classes and properties). In the following, we detail the input and output of the disambiguation. Then we link to existing implementations, especially the implementation based on the AGDISTIS framework. JSON object that abides by the following syntax:. The output is subdivided into d...

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OKBQA Framework Overview

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