[HTML][HTML] Econo-ESA in semantic text similarity

F Rahutomo, M Aritsugi - SpringerPlus, 2014 - Springer
Explicit semantic analysis (ESA) utilizes an immense Wikipedia index matrix in its interpreter
part. This part of the analysis multiplies a large matrix by a term vector to produce a high …

[PDF][PDF] Towards optimize-ESA for text semantic similarity: A case study of biomedical text.

K Mrhar, M Abik - International Journal of Electrical & …, 2020 - pdfs.semanticscholar.org
Explicit Semantic Analysis (ESA) is an approach to measure the semantic relatedness
between terms or documents based on similarities to documents of a references corpus …

[PDF][PDF] Exploring esa to improve word relatedness

N Aggarwal, K Asooja, P Buitelaar - Proceedings of the Third Joint …, 2014 - aclanthology.org
Abstract Explicit Semantic Analysis (ESA) is an approach to calculate the semantic
relatedness between two words or natural language texts with the help of concepts …

Improving esa with document similarity

T Polajnar, N Aggarwal, K Asooja… - Advances in Information …, 2013 - Springer
Explicit semantic analysis (ESA) is a technique for computing semantic relatedness between
natural language texts. It is a document-based distributional model similar to latent semantic …

Insights into explicit semantic analysis

T Gottron, M Anderka, B Stein - … of the 20th ACM international conference …, 2011 - dl.acm.org
Since its debut the Explicit Semantic Analysis (ESA) has received much attention in the IR
community. ESA has been proven to perform surprisingly well in several tasks and in …

[PDF][PDF] Computing semantic relatedness using Wikipedia-based explicit semantic analysis.

E Gabrilovich, S Markovitch - IJcAI, 2007 - ijcai.org
Computing semantic relatedness of natural language texts requires access to vast amounts
of common-sense and domain-specific world knowledge. We propose Explicit Semantic …

Computing semantic relatedness using word frequency and layout information of wikipedia

P Chan, Y Hijikata, S Nishida - Proceedings of the 28th Annual ACM …, 2013 - dl.acm.org
Computing the semantic relatedness between two words or phrases is an important problem
for fields such as information retrieval and natural language processing. One state-of-the-art …

A self-adaptive explicit semantic analysis method for computing semantic relatedness using Wikipedia

W Wang, P Chen, B Liu - 2008 International Seminar on Future …, 2008 - ieeexplore.ieee.org
In recent years, the Explicit Semantic Analysis (ESA) method has got a good performance in
computing semantic relatedness (SR). However, ESA method has failed to consider the …

Semantic relatedness estimation using the layout information of wikipedia articles

P Chan, Y Hijikata, T Kuramochi… - International Journal of …, 2013 - igi-global.com
Computing the semantic relatedness between two words or phrases is an important problem
in fields such as information retrieval and natural language processing. Explicit Semantic …

[PDF][PDF] Non-orthogonal explicit semantic analysis

N Aggarwal, K Asooja, G Bordea… - Proceedings of the …, 2015 - aclanthology.org
Abstract Explicit Semantic Analysis (ESA) utilizes the Wikipedia knowledge base to
represent the semantics of a word by a vector where every dimension refers to an explicitly …