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ResearchFormerly WizWand

Citation Recommendation on Scientific Paper Domains Social science (test)

0.756P@3H-LM
0.026960.216230.40550.59477Oct 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
H-LMLLM version=GPT-4o, Testing set note=Randomly tested 10% due to API limits2024.100.7560.670.7630.702
H-LMLLM version=GPT-3.52024.100.7430.6610.7510.693
GTE-large-v1.52024.100.690.6060.7070.645
OpenAI-ada-0022024.100.6710.590.6920.631
OpenAI-32024.100.6710.5920.6910.632
GTE-base-v1.52024.100.670.5910.6920.631
GTE-base2024.100.6690.5960.6880.633
GTE-large2024.100.6690.5930.690.632
SPECTER-2.02024.100.6540.5790.6740.617
SciMult-MoE2024.100.6370.5580.6580.598
SciNCL2024.100.6340.5580.6550.597
SciMult-vanilla2024.100.6230.5470.6440.586
SPECTER2024.100.620.5370.6410.579
SciPATTON2024.100.5290.4480.5480.487
PATTON2024.100.4070.3410.4290.378
Keywords overlap2024.100.4020.3220.3590.311
METAG2024.100.180.1420.1960.166
BERT-base2024.100.1290.1150.1330.122
SciBERT2024.100.0830.0690.0870.076
BERT-large2024.100.0550.0620.0510.057