Previous study indicated that better performance can be achieved by using sentences as input instead of sentence pairs [ 23].
The algorithm at a conceptual level takes a sentence as input and outputs semantic roles for each word in the input sentence for every identified verb.
The gene gene extractor takes a document or sentence as input and constructs a set of candidate relations.
Additionally, we performed a free text query, using the whole sentence as input into the tools repository, in order to compare the automated results of our system to those obtained with a full text query (a complete list of the full text results can be found in Additional file 1: Table S2).
Since we are comparing sentiment analysis methods on a sentence-level basis, we need to work with mechanisms that are able to receive sentences as input and produce polarities as output.
It accepts POS tagged and noun phrase (NP) chunked sentences as input and analyzes the text between noun phrases to learn relations.
Extractors in the application take these sentences as input and construct candidate entities or relations that include features and labels for training examples.
To evaluate the results from METSP, we applied our tool on the 23,204 human reviewed protein annotations in UniProt (23 August 2011), which contained 182,829 sentences as input of classifier; 3942 TSPs were extracted (Additional file 3, the 3942 human TSPs were extracted by METSP).
The system selects only 131 candidate sentences out of 2275 input sentences for OCQs formation.
Moreover, iSimp will append the simplified sentences to the marked input sentences, and provide this output as a zip file for download.
