This means that for each word found, the map task identifies the document it belonged to through its ID.
The difference in the F-measures of Figure 1b versus Figure 2 suggests that the gene indexing task is more difficult for human curators than the document triage task, for which the only measure that is <90% is the recall (85%) in the PubTator set.
It took about 1 2 h to complete the tasks for a set of documents.
A task force of some 400 people has been working on the document for the last 2 1/2 years.
The BioCreative-2012 Workshop consisted of three tracks: (I) a collaborative biocuration-text mining development task for document prioritization for curation; (II) a biocuration workflow survey and analysis task and (III) an interactive text mining and user evaluation task.
The task of accurately separating and then labeling each panel in a multimodel figure is a crucial task for content-based document classification and retrieval.
As a benchmark, we applied machine learning methods that have previously been successfully applied to the ADR prediction task for which well documented implementations are readily available.
The PyText framework, which the company sees as a conduit for AI researchers to move more quickly between experimentation and deployment, will be particularly useful for tasks like document classification, sequence tagging, semantic parsing and multitask modeling, among others, Facebook says.
Today it only replaces those tools for tasks surrounding text document editing.
CEM subtask is the task to provide for a given document the start and end indices corresponding to all the chemical entities mentioned in the document.
Now a bipartisan group of lawmakers in Congress, led by Representative J. C. Watts Jr., Republican of Oklahoma, is calling for a task force to study the documents and recommend how best to commemorate the black slaves, who were never recognized or rewarded for their role.
