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ResearchFormerly WizWand

Overlap ratio estimation on Wiki (held-out pairs)

0.04MAEALORE
0.026720.116360.2060.29564Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ALOREapproach=alignment-guided overlap ratio estimator2026.070.04
Armadilloapproach=tripartite graph embedding with GraphSAGE2026.070.069
BERT-Tserialization=Table (-T)2026.070.097
RoBERTa-Tserialization=Table (-T)2026.070.101
BERT-Rserialization=Row (-R)2026.070.115
RoBERTa-Rserialization=Row (-R)2026.070.135
TURLapproach=contextualized cell representations2026.070.199
BERT-HTserialization=Hashed-Table (-HT)2026.070.207
Jaccardvariant=set-based Jaccard2026.070.223
RoBERTa-HTserialization=Hashed-Table (-HT)2026.070.229
Jaccard-BUvariant=bag-union variant (-BU)2026.070.231
Jaccard-BNvariant=bag-normalized variant (-BN)2026.070.278
EmbDIapproach=tripartite graph node2vec adaptation2026.070.372