Table 9.

Example of term expansion with embedding vectors trained on different corpora

Term	bioCADDIE		PMC		Medline
	Expansion	Score	Expansion	Score	Expansion	Score
Cancer	Carcinoma	0.737	Carcinoma	0.674	Breast	0.889
	Cancers	0.720	Tumor	0.616	Cancers	0.855
	Adenocarcinoma	0.669	Cancers	0.585	Prostate	0.801
	Malignancies	0.626	Tumour	0.583	Colorectal	0.794
	Lymphoma	0.621	Glioma	0.559	Tumor	0.779
	Tumor	0.616	Carcinomas	0.545	Carcinoma	0.773
	Transplantation	0.613	Melanoma	0.534	Tumorigenesis	0.761
	Transplant	0.570	Tumorigenesis	0.532	Tumors	0.754
	Myeloma	0.563	Carcinogenesis	0.530	Metastasis	0.745
	Carcinogenesis	0.559	Glioblastoma	0.520	Tumour	0.733
Human	Bovine	0.553	Mammalian	0.582	Mouse	0.756
	Porcine	0.542	Murine	0.441	Mammalian	0.711
	Murine	0.526	Rat	0.428	Also	0.661
	Mouse	0.518	Vertebrate	0.417	Humans	0.661
	Humans	0.486	Preeclamptic	0.400	Murine	0.656
	Mammalian	0.483	Pompe	0.396	Present	0.650
	Rat	0.483	Hepa1	0.392	Report	0.644
	Chicken	0.471	Chicken	0.388	Function	0.641
	Tissue	0.456	gpr84	0.380	Functional	0.632
	Cellular	0.456	Cyprinid	0.373	Well	0.625
Repair	Closure	0.515	Repairthe	0.597	Damage	0.794
	Metabolism	0.510	Replication	0.570	Excision	0.764
	Formation	0.509	ssbr	0.543	Double-strand	0.727
	Grafting	0.504	Repairing	0.540	Nucleotide-excision	0.723
	Implantation	0.502	Damage	0.516	Damaged	0.717
	Reconstruction	0.498	Regeneration	0.499	Breaks	0.715
	Autologous	0.489	Healing	0.498	mus7	0.699
	Testing	0.474	Detoxification	0.493	dsb	0.697
	Mobilization	0.469	Resection	0.489	Helix-distorting	0.681
	Remodeling	0.468	Processing	0.479	Post-replication	0.679