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Benchmarks
Nested Named Entity Recognition on NEREL Russian (test)
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85.81
Overall Micro F1
Full nested supervision
40.6532
52.3766
64.1
75.8234
Feb 28, 2026
Overall Micro F1
Inner Micro F1
Outer Micro F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Micro F1
Inner Micro F1
Outer Micro F1
Full nested supervision
Method category=Upper...
2026.02
85.81
65.48
83.95
+ Lem.Incl.+Corr.+Neutral.
Method category=Weak S...
2026.02
77.89
26.37
82.54
+ Corruption (letters, end)
Method category=Weak S...
2026.02
77.81
25.92
82.39
+ Inclusions
Method category=Weak S...
2026.02
76.7
21.36
83.05
Flat (baseline)
Method category=Weak S...
2026.02
76.59
3.84
83.28
Hybrid (lem. matching)
Method category=LLM-ba...
2026.02
70.16
18.84
75.83
Pure LLM (DeepSeek 5-shot)
Method category=LLM-ba...
2026.02
42.39
5.78
42.63
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