Datasets › Resume NER

Resume NER

Introduced by Yue Zhang et al. in Chinese NER Using Lattice LSTM1 Jan 2018 archive 2025-07-28

Resume contains eight fine-grained entity categories -score from 74.5% to 86.88%.

Source: Query-Based Named Entity Recognition Image Source: https://arxiv.org/pdf/1805.02023.pdf

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Chinese Named Entity Recognition Resume NER BERT-CRF (Replicated in AdaSeq) F1 96.87 Improving Named Entity Recognition by External Context... modelscope/adaseq +2 13 Compare

Papers archive 2025-07-28

12 shown of 12 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 28. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition 1 1 12 May 2022 not harvested
Boundary Smoothing for Named Entity Recognition 1 1 26 Apr 2022 not harvested
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning 3 1 8 May 2021 ran 0 of 4 samples (4 unverified)
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information 1 1 29 Oct 2020 not harvested
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER 1 1 16 Jul 2020 not harvested
FLAT: Chinese NER Using Flat-Lattice Transformer 1 2 24 Apr 2020 not harvested
FGN: Fusion Glyph Network for Chinese Named Entity Recognition 1 1 15 Jan 2020 not harvested
TENER: Adapting Transformer Encoder for Named Entity Recognition 6 1 10 Nov 2019 ran 0 of 1 samples (1 unverified)
Simplify the Usage of Lexicon in Chinese NER 2 1 16 Aug 2019 not harvested
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition 1 1 3 Apr 2019 not harvested
Glyce: Glyph-vectors for Chinese Character Representations 2 1 29 Jan 2019 ran 3 of 8 samples (5 unverified)
Chinese NER Using Lattice LSTM 3 1 5 May 2018 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Resume NER

1 variant name, as the archive lists them.

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