Paraphrase type identification for plagiarism detection using contexts and word embeddings

Table 6 Measures (M) of Precision (Pr), Recall (Rc) and \(\hbox {F}_1\) scores for Overall Dataset and Task A

Embedding /Alignment	M	Overall			Task A
Embedding /Alignment	M	ConceptNet Numberbatch	FastText	GloVe	ConceptNet Numberbatch	FastText	GloVe
SW Alg.	Pr	0.76158	0.68496	0.71786	0.66757	0.61279	0.63582
	Rc	0.84658	0.82085	0.78619	0.80403	0.77855	0.76629
	\(\hbox {F}_1\)	0.80184	0.74678	0.75047	0.72947	0.68580	0.69498
Meteor	Pr	0.74246	0.65843	0.70000	0.64333	0.58004	0.61300
	Rc	0.79774	0.77281	0.74832	0.74151	0.70151	0.70661
	\(\hbox {F}_1\)	0.76911	0.71105	0.72335	0.68894	0.63502	0.65648
Sultan	Pr	0.74671	0.66075	0.70408	0.66085	0.58692	0.61435
	Rc	0.75142	0.73845	0.70532	0.67048	0.65437	0.63557
	\(\hbox {F}_1\)	0.74906	0.69744	0.70470	0.66563	0.61881	0.62478