Quebio was able to find methods correctly implementing the specified IO behaviors for 43 of the queries, significantly outperforming the existing semantics-based code search techniques. The average search time with Quebio was about 213 seconds for each query.doi:10.1016/j.jss.2020.110568Zhengzhao ChenRenhe JiangZejun ZhangYu PeiXu...
Identifying who to hold responsible for the model decisions is challenging with black box models. This is because the internal rules of the black box are not even visible to the developer who wrote the code that generated the model. Understanding the model’s prediction patterns will help the d...
In doing so, it also expands the scope of neural search paradigms to ultra-long text where most mature models face limitations today. More broadly, designing architectures around basic principles of relevance tailored for complex document collections remains a fertile area for ...
FIGS. 2a-2care sample wiring template code sets defining the atomic sub-units of example properties. FIGS. 3a-3cprovide sample wiring template code sets defining the atomic sub-units of two example properties and a sample transformation logic code set for the wire between the two example propert...
Compared with the single-label similarity preserving cross-modal hashing methods, our MLSPH can improve the search accuracy. Moreover, a memory bank is introduced to memorize the up-to-date features of CRediT authorship contribution statement Xitao Zou: Conceptualization, Methodology, Most experiments,...
The Retrieval subsystem has been configured in three different search cases. The first case (Case A) is the text only query. In Figure 5 the activity diagram is shown. The system normalizes the text of the query posed by the user and considers the domain to extract the concept from the ...
{2}be two semantically related MeSH terms that are not assigned a relation type. Our method proposes to first search for the PubMed scholarly publications having botht_{1}andt_{2}as MeSH headings. Then for each retrieved record, we extract its qualifiersq_{1}andq_{2}(e.g.,therapeutic...
Bandara U, Wijayrathna G (2012) Detection of source code plagiarism using machine learning approach. Int J Comput Theory Eng 4(5):674 Article Google Scholar Berry MW, Browne M (2005) Understanding search engines: mathematical modeling and text retrieval. SIAM Buddrus F, Schödel J (1998...
The ORCID plugin takes allauthorsfrom a Figshare publication, and does a search for these authors using the ORCID search API. Users are presented with a list of potential matches. They can select the matches they feel are appropriate, and add them aslinksto the Figshare repository. ...
(https://code.google.com/p/ogms/), Ontology of Genes and Genomes (OGG) [19], and Protein Ontology (PRO) [20]. BFO serves as a common structure and a formal framework to seamlessly integrate existing terms from all OBO foundry ontologies. Under this consideration, we adopt relations ...