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1
First year of the UQ sustainable energy micromasters series: Evaluation of participation and achievement
Coffey, Felicity C.; Ashworth, Peta. - : Springer Verlag, 2019
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2
CLEF ehealth 2019 evaluation lab
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3
Overview of the CLEF eHealth Evaluation Lab 2019
Kelly, Liadh; Suominen, Hanna; Goeuriot, Lorraine. - : Springer Verlag, 2019
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4
Leveraging knowledge graph embeddings for natural language question answering
Abstract: A promising pathway for natural language question answering over knowledge graphs (KG-QA) is to translate natural language questions into graph-structured queries. During the translation, a vital process is to map entity/relation phrases of natural language questions to the vertices/edges of underlying knowledge graphs which can be used to construct target graph-structured queries. However, due to linguistic flexibility and ambiguity of natural language, the mapping process is challenging and has been a bottleneck of KG-QA models. In this paper, we propose a novel framework, called KemQA, which stands on recent advances in relation phrase dictionaries and knowledge graph embedding techniques to address the mapping problem and construct graph-structured queries of natural language questions. Extensive experiments were conducted on question answering benchmark datasets. The results demonstrate that our framework outperforms state-of-the-art baseline models in terms of effectiveness and efficiency.
Keyword: 1700 Computer Science; 2614 Theoretical Computer Science; Knowledge graph; Knowledge graph embedding; Natural language question answering
URL: https://espace.library.uq.edu.au/view/UQ:8ad10b5
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5
Using LIP to gloss over faces in single-stage face detection networks
Yang, Siqi; Wiliem, Arnold; Chen, Shaokang. - : Springer, 2018
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6
Vertical and sequential sentiment analysis of micro-blog topic
Wan, Shuo; Li, Bohan; Zhang, Anman. - : Springer, 2018
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7
DAVE: extracting domain attributes and values from text corpus
Shen, Yongxin; Li, Zhixu; Zhang, Wenling. - : Springer Verlag, 2018
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8
Mining the context of citations in scientific publications
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9
Overview of the CLEF eHealth evaluation lab 2018
Suominen, Hanna; Kelly, Liadh; Goeuriot, Lorraine. - : Springer International Publishing, 2018
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10
The JStar language philosophy
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11
Structural operational semantics through context-dependent behaviour
Colvin, Robert J.; Hayes, Ian J.. - : Elsevier North-Holland, 2011
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12
Information flow analysis with Chinese text
Cheong, Paulo; Song, Dawei; Bruza, Peter. - : Springer Verlag, 2005
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13
A Correlation Analysis on LSA and HAL Semantic Space Models
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14
Fuzzy K-means clustering on a high dimensional semantic space
Cao, Guihong; Song, Dawei; Bruza, Peter. - : Springer Verlag, 2004
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15
A natural language interpreter for the construction of conceptual schemas
Dunn, Leone; Orlowska, Maria. - : Springer Verlag, 1990
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