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Character Component Tagging on Pride and Prejudice

0.83MAE (N)BookNLP
0.49962.72984.967.1902Jan 21, 2026

Evaluation results

MethodLinks
BookNLP2026.010.831.921.161.953.680.671.70.950.730.740.770.640.440.75
SpanLLM2026.011.481.520.871.92.480.621.480.820.740.90.750.790.560.8
GPT-4o-miniInput chapter text chunked=false, Label counts for each character individually=true, Asked about each component individually=false2026.012.082.331.7924.061.592.310.780.660.660.770.490.460.58
GPT-4o-miniInput chapter text chunked=false, Label counts for each character individually=false, Asked about each component individually=false2026.012.281.981.482.114.141.082.180.750.660.670.740.470.490.57
GPT-4o-miniInput chapter text chunked=true, Label counts for each character individually=false, Asked about each component individually=true2026.012.954.252.473.183.62.923.230.860.730.670.770.60.480.64
GPT-4o-miniInput chapter text chunked=true, Label counts for each character individually=false, Asked about each component individually=false2026.013.361.641.822.243.722.662.570.780.710.690.720.540.50.57
GPT-4o-miniInput chapter text chunked=false, Label counts for each character individually=false, Asked about each component individually=true2026.013.561.821.311.983.811.852.390.840.70.710.730.580.50.58
GPT-4o-miniInput chapter text chunked=true, Label counts for each character individually=true, Asked about each component individually=false2026.0144.753.3612.483.922.675.20.780.650.660.80.530.460.53
GPT-4o-miniInput chapter text chunked=true, Label counts for each character individually=true, Asked about each component individually=true2026.014.5812.694.6226.125.084.579.610.830.670.620.720.610.50.48
GPT-4o-miniInput chapter text chunked=false, Label counts for each character individually=true, Asked about each component individually=true2026.019.091.62.384.163.545.144.320.80.730.670.710.580.480.57